-----------------------------------------------------------------------------------------------------
      name:  <unnamed>
       log:  /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
>  Survey/Stop and Shop Strike/Data/Replication data/popanalysis.log
  log type:  text
 opened on:  11 Apr 2024, 14:28:40

. 
. * Generate averaged variables
. 
. egen econliberalism = rmean(minwage_r govreduceineq_r diffinc_r) if minwage_r!=. & govreduceineq_r!
> =. & diffinc_r!=.

. label var econliberalism "Economic Liberalism Scale"

. 
. gen voicemechsindex = (voicemechs_12_bin + voicemechs_13_bin + voicemechs_14_bin +  voicemechs_15_b
> in + voicemechs_16_bin +  voicemechs_17_bin + voicemechs_18_bin + voicemechs_19_bin + voicemechs_20
> _bin + voicemechs_21_bin + voicemechs_22_bin) / 11
(570 missing values generated)

. replace voicemechsindex = . if emp!=1
(106 real changes made, 106 to missing)

. 
. * Standardize outcome variables
. 
. foreach var of varlist supportstrikes_r walkoutparticipateindex voicemechsindex publix_interest uni
> oninf_r unionvote_bin {
  2.         egen st`var' = std(`var')
  3. }
(155 missing values generated)
(83 missing values generated)
(676 missing values generated)
(573 missing values generated)

. 
. * Table 1: Outcome Measures of Labor Attitudes and Actions
. 
. sum supportstrikes_r walkoutparticipateindex publix_interest voicemechsindex   unionvote_bin unioni
> nf_r

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
supportstr~r |      1,350    3.788889    1.139243          1          5
walkoutpar~x |      1,422    .6603376    .8180507          0          5
publix_int~t |      1,505     .351495    .4775959          0          1
voicemechs~x |        829    .2240377    .2783457          0          1
unionvote_~n |        932    .3530043    .4781606          0          1
-------------+---------------------------------------------------------
  unioninf_r |      1,505    3.259801    1.208739          1          5

. 
. * Figure 1: Correlations Between Strike Exposure and Labor Interest and Attitudes
. 
. foreach var of varlist stsupportstrikes_r stwalkoutparticipateindex stvoicemechsindex stpublix_inte
> rest  stunionvote_bin stunioninf_r {
  2.         reg `var' strikecomm_bin i.state,  rob
  3.         estimates store a3`var' 
  4. }

Linear regression                               Number of obs     =      1,350
                                                F(3, 1346)        =      11.92
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0248
                                                Root MSE          =     .98862

--------------------------------------------------------------------------------
               |               Robust
stsupportstr~r | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   .3886845   .0695191     5.59   0.000     .2523069     .525062
               |
         state |
           21  |   .1464197   .0664791     2.20   0.028     .0160058    .2768336
           39  |   .1550626   .0671244     2.31   0.021     .0233828    .2867424
               |
         _cons |  -.4236511    .077515    -5.47   0.000    -.5757145   -.2715876
--------------------------------------------------------------------------------

Linear regression                               Number of obs     =      1,422
                                                F(3, 1418)        =      26.03
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0402
                                                Root MSE          =     .98073

--------------------------------------------------------------------------------
               |               Robust
stwalkoutpar~x | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   .4635902   .0591571     7.84   0.000     .3475453    .5796352
               |
         state |
           21  |  -.0579729    .059807    -0.97   0.333    -.1752926    .0593469
           39  |   .1310187   .0673491     1.95   0.052     -.001096    .2631333
               |
         _cons |  -.4029946   .0615246    -6.55   0.000    -.5236836   -.2823056
--------------------------------------------------------------------------------

Linear regression                               Number of obs     =        829
                                                F(3, 825)         =       0.76
                                                Prob > F          =     0.5141
                                                R-squared         =     0.0027
                                                Root MSE          =     1.0005

--------------------------------------------------------------------------------
               |               Robust
stvoicemechs~x | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   .1020742   .0861732     1.18   0.237    -.0670704    .2712188
               |
         state |
           21  |   .0755575    .083819     0.90   0.368    -.0889661    .2400811
           39  |  -.0027091   .0841168    -0.03   0.974    -.1678172     .162399
               |
         _cons |  -.1070752   .0909267    -1.18   0.239    -.2855501    .0713998
--------------------------------------------------------------------------------

Linear regression                               Number of obs     =      1,505
                                                F(3, 1501)        =       0.45
                                                Prob > F          =     0.7158
                                                R-squared         =     0.0009
                                                Root MSE          =     1.0005

--------------------------------------------------------------------------------
               |               Robust
stpublix_int~t | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   .0595509   .0616923     0.97   0.335    -.0614613    .1805631
               |
         state |
           21  |   .0450412   .0627601     0.72   0.473    -.0780657     .168148
           39  |   .0081103   .0633863     0.13   0.898    -.1162248    .1324454
               |
         _cons |  -.0641001   .0658519    -0.97   0.331    -.1932716    .0650713
--------------------------------------------------------------------------------

Linear regression                               Number of obs     =        932
                                                F(3, 928)         =       2.52
                                                Prob > F          =     0.0569
                                                R-squared         =     0.0075
                                                Root MSE          =     .99785

--------------------------------------------------------------------------------
               |               Robust
stunionvote_~n | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   .1746873   .0763401     2.29   0.022     .0248681    .3245065
               |
         state |
           21  |   .1310129   .0778788     1.68   0.093    -.0218262    .2838519
           39  |    .068171   .0809926     0.84   0.400    -.0907788    .2271209
               |
         _cons |  -.2025477    .080628    -2.51   0.012    -.3607819   -.0443134
--------------------------------------------------------------------------------

Linear regression                               Number of obs     =      1,505
                                                F(3, 1501)        =       2.38
                                                Prob > F          =     0.0680
                                                R-squared         =     0.0047
                                                Root MSE          =     .99863

--------------------------------------------------------------------------------
               |               Robust
  stunioninf_r | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   .0620058   .0602806     1.03   0.304    -.0562373    .1802489
               |
         state |
           21  |    .156216   .0622969     2.51   0.012     .0340177    .2784142
           39  |   .1047864   .0653772     1.60   0.109    -.0234539    .2330268
               |
         _cons |    -.13454   .0662446    -2.03   0.042    -.2644819   -.0045981
--------------------------------------------------------------------------------

. 
. coefplot (a3stsupportstrikes_r, label("Support Strikes")) (a3stwalkoutparticipateindex, label("Acti
> ons Taken to Support Strikes")) (a3stvoicemechsindex, label("Interest in Workplace Action"))  (a3st
> publix_interest, label("Support for Publix Workers (Clicked Petition)")) (a3stunionvote_bin, label(
> "Union Vote (Non-Union Workers)")) (a3stunioninf_r, label("Support for Labor Movement")), keep(stri
> kecomm_bin) drop(_cons) xline(0) xtitle("OLS Coefficient on Reporting Strikes in Local Community") 
> ylabel("")

. graph export "figure1.pdf", replace
file /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
    Survey/Stop and Shop Strike/Data/Replication data/figure1.pdf saved as PDF format

. 
. * Summarize nearest Stop & Shop store or other store distance from respondent
. 
. sum neareststoredist

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
neareststo~t |      1,493    3.813073    3.966199   .1585065   39.14582

. sum anystorenearestdist

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
anystorene~t |      1,493    4.644973    3.813317   .2354238    44.8335

. 
. * Figure 2: Distance to Nearest Stop & Shop, Frequency of Shopping at Stop & Shop, and Self-Reporte
> d Strike Exposure
. 
. binscatter freqshopstopshop_r nearest, absorb(state) name(fig2_a, replace) xtitle("Nearest Stop & S
> hop Store," "in Miles") ytitle("Frequency of Shopping at Stop & Shop (1-5)")

. graph export "fig2_1.pdf", replace
file /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
    Survey/Stop and Shop Strike/Data/Replication data/fig2_1.pdf saved as PDF format

. 
. binscatter strikecomm_bin nearest, absorb(state) name(fig2_b, replace) xtitle("Nearest Stop & Shop 
> Store," "in Miles") ytitle("% Respondents Reporting Strike in Local Community")

. graph export "fig2_2.pdf", replace
file /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
    Survey/Stop and Shop Strike/Data/Replication data/fig2_2.pdf saved as PDF format

. 
. binscatter heardhh nearest, absorb(state) name(fig2_c, replace) xtitle("Nearest Stop & Shop Store,"
>  "in Miles") ytitle("% Respondents Reporting Family Encountered Strike")

. graph export "fig2_3.pdf", replace
file /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
    Survey/Stop and Shop Strike/Data/Replication data/fig2_3.pdf saved as PDF format

. 
. graph combine fig2_a fig2_b fig2_c, col(3)

. graph export "/Users/ahertel/Dropbox/Worker Representation Survey/Stop and Shop Strike/Paper/figure
> 2.pdf", replace
file /Users/ahertel/Dropbox/Worker Representation Survey/Stop and Shop Strike/Paper/figure2.pdf
    saved as PDF format

. 
. * Figure 3: Distance to Nearest Stop & Shop and Predictors of Union Support
. 
. reg nearest unionmem_bin knowunionmem_bin polideocons econliberalism party3_3 i.state, rob

Linear regression                               Number of obs     =      1,493
                                                F(7, 1485)        =       5.63
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0294
                                                Root MSE          =     3.9167

----------------------------------------------------------------------------------
                 |               Robust
neareststoredist | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
    unionmem_bin |   .1912072   .3556959     0.54   0.591    -.5065127     .888927
knowunionmem_bin |  -.0598325   .2160662    -0.28   0.782    -.4836598    .3639948
     polideocons |   .1128315   .0860808     1.31   0.190    -.0560213    .2816844
  econliberalism |  -.0016447   .1170426    -0.01   0.989     -.231231    .2279416
        party3_3 |  -.1810408   .2142375    -0.85   0.398    -.6012811    .2391996
                 |
           state |
             21  |   1.101374   .2792447     3.94   0.000     .5536184    1.649131
             39  |  -.4224342   .1782722    -2.37   0.018    -.7721264   -.0727421
                 |
           _cons |   3.238295   .6933102     4.67   0.000     1.878323    4.598266
----------------------------------------------------------------------------------

. coefplot, drop(_cons i.state) xline(0) keep(unionmem_bin knowunionmem_bin polideocons econliberalis
> m party3_3)

. graph export "figure3.pdf", replace
file /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
    Survey/Stop and Shop Strike/Data/Replication data/figure3.pdf saved as PDF format

. 
. * Define demographics
. 
. global demos age i.race5 i.hispanic i.gender i.emp i.educ4 i.totfaminc_quart i.polideocons i.partyi
> d unionmem_bin knowunionmem_bin

. 
. * Table 2: Reduced Form Estimates of Stop & Shop Strike Exposure
. 
. eststo clear

. 
. eststo: reg stsupportstrikes_r nearest  i.state, rob

Linear regression                               Number of obs     =      1,339
                                                F(3, 1335)        =       3.52
                                                Prob > F          =     0.0147
                                                R-squared         =     0.0078
                                                Root MSE          =     .99781

----------------------------------------------------------------------------------
                 |               Robust
stsupportstrik~r | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
neareststoredist |  -.0158588   .0071779    -2.21   0.027      -.02994   -.0017776
                 |
           state |
             21  |   .1205166   .0671935     1.79   0.073    -.0112998    .2523329
             39  |   .1472268   .0679937     2.17   0.031     .0138407     .280613
                 |
           _cons |  -.0275922   .0552671    -0.50   0.618    -.1360121    .0808277
----------------------------------------------------------------------------------
(est1 stored)

. eststo: reg stwalkoutparticipateindex nearest   i.state, rob

Linear regression                               Number of obs     =      1,411
                                                F(3, 1407)        =       7.75
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0136
                                                Root MSE          =     .99185

----------------------------------------------------------------------------------
                 |               Robust
stwalkoutparti~x | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
neareststoredist |  -.0181509   .0060224    -3.01   0.003    -.0299647   -.0063372
                 |
           state |
             21  |  -.0804792   .0617835    -1.30   0.193    -.2016769    .0407184
             39  |   .1237435   .0683045     1.81   0.070    -.0102461    .2577331
                 |
           _cons |   .0545685   .0498915     1.09   0.274    -.0433013    .1524384
----------------------------------------------------------------------------------
(est2 stored)

. eststo: reg stpublix_interest nearest i.state, rob

Linear regression                               Number of obs     =      1,493
                                                F(3, 1489)        =       1.35
                                                Prob > F          =     0.2566
                                                R-squared         =     0.0024
                                                Root MSE          =     1.0008

----------------------------------------------------------------------------------
                 |               Robust
stpublix_inter~t | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
neareststoredist |  -.0114824   .0061328    -1.87   0.061    -.0235123    .0005475
                 |
           state |
             21  |   .0565518   .0631764     0.90   0.371    -.0673725    .1804761
             39  |  -.0000931   .0636223    -0.00   0.999     -.124892    .1247059
                 |
           _cons |   .0276812    .049519     0.56   0.576    -.0694533    .1248157
----------------------------------------------------------------------------------
(est3 stored)

. eststo: reg stvoicemechsindex nearest  i.state, rob

Linear regression                               Number of obs     =        820
                                                F(3, 816)         =       1.65
                                                Prob > F          =     0.1763
                                                R-squared         =     0.0045
                                                Root MSE          =     .99546

----------------------------------------------------------------------------------
                 |               Robust
stvoicemechsin~x | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
neareststoredist |  -.0175549   .0080474    -2.18   0.029     -.033351   -.0017589
                 |
           state |
             21  |   .0703263   .0843487     0.83   0.405    -.0952397    .2358924
             39  |  -.0020986   .0848904    -0.02   0.980    -.1687278    .1645307
                 |
           _cons |   .0340908   .0635933     0.54   0.592    -.0907348    .1589164
----------------------------------------------------------------------------------
(est4 stored)

. eststo: reg stunionvote_bin nearest  i.state, rob

Linear regression                               Number of obs     =        923
                                                F(3, 919)         =       1.46
                                                Prob > F          =     0.2243
                                                R-squared         =     0.0049
                                                Root MSE          =     1.0007

----------------------------------------------------------------------------------
                 |               Robust
 stunionvote_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
neareststoredist |    .013176   .0088263     1.49   0.136    -.0041461    .0304981
                 |
           state |
             21  |   .0967712   .0789156     1.23   0.220    -.0581046    .2516469
             39  |   .0733843   .0817771     0.90   0.370    -.0871072    .2338759
                 |
           _cons |  -.1005446    .061579    -1.63   0.103    -.2213963    .0203072
----------------------------------------------------------------------------------
(est5 stored)

. eststo: reg stunioninf_r nearest   i.state, rob

Linear regression                               Number of obs     =      1,493
                                                F(3, 1489)        =       2.06
                                                Prob > F          =     0.1037
                                                R-squared         =     0.0042
                                                Root MSE          =     1.0012

----------------------------------------------------------------------------------
                 |               Robust
    stunioninf_r | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
neareststoredist |  -.0014065   .0068632    -0.20   0.838     -.014869     .012056
                 |
           state |
             21  |   .1542541   .0627893     2.46   0.014     .0310893     .277419
             39  |   .1053624   .0658415     1.60   0.110    -.0237896    .2345144
                 |
           _cons |  -.0792586   .0529727    -1.50   0.135    -.1831676    .0246503
----------------------------------------------------------------------------------
(est6 stored)

. 
. eststo: reg stsupportstrikes_r nearest $demos i.state, rob

Linear regression                               Number of obs     =      1,339
                                                F(32, 1306)       =       8.67
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1539
                                                Root MSE          =     .93159

---------------------------------------------------------------------------------------------------
                                  |               Robust
               stsupportstrikes_r | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                 neareststoredist |  -.0135737   .0070149    -1.93   0.053    -.0273354    .0001879
                              age |  -.0010584   .0018048    -0.59   0.558    -.0045991    .0024823
                                  |
                            race5 |
                           Black  |  -.0003023   .0906936    -0.00   0.997    -.1782235    .1776189
                 American Indian  |  -.3799485   .3219861    -1.18   0.238    -1.011615    .2517181
                           Asian  |  -.2529044   .1177998    -2.15   0.032    -.4840021   -.0218068
                 Native Hawaiian  |   .0524644   .1528273     0.34   0.731    -.2473495    .3522782
                                  |
                         hispanic |
                        Hispanic  |  -.0909815    .106472    -0.85   0.393    -.2998563    .1178932
                                  |
                           gender |
                          Female  |   .0738567   .0557812     1.32   0.186    -.0355738    .1832872
                           Other  |   .0422111   .3247524     0.13   0.897    -.5948824    .6793046
                                  |
                            1.emp |  -.2588408    .058461    -4.43   0.000    -.3735285   -.1441531
                                  |
                            educ4 |
                    Some college  |   .0660795   .0667245     0.99   0.322    -.0648194    .1969783
                         College  |  -.0107652   .0767952    -0.14   0.889    -.1614208    .1398903
               More than College  |  -.2305712   .0848039    -2.72   0.007    -.3969379   -.0642044
                                  |
                  totfaminc_quart |
                               2  |  -.0244581   .0766481    -0.32   0.750     -.174825    .1259089
                               3  |   .0152359   .0807632     0.19   0.850    -.1432039    .1736757
                               4  |  -.1312077   .0869746    -1.51   0.132    -.3018329    .0394174
                                  |
                      polideocons |
                         Liberal  |  -.2600921   .1056247    -2.46   0.014    -.4673048   -.0528793
                Somewhat liberal  |  -.2286793   .1007917    -2.27   0.023    -.4264107   -.0309479
Neither liberal nor conservative  |  -.5212029   .0986101    -5.29   0.000    -.7146544   -.3277513
           Somewhat conservative  |  -.4535437   .1169674    -3.88   0.000    -.6830083   -.2240791
                    Conservative  |  -.6664042   .1318762    -5.05   0.000    -.9251166   -.4076918
               Very conservative  |  -.5431827   .1750694    -3.10   0.002    -.8866308   -.1997347
                                  |
                          partyid |
           Not strong Republican  |   .0307433   .1431326     0.21   0.830    -.2500517    .3115382
    Independent, lean Republican  |  -.0595132    .139111    -0.43   0.669    -.3324187    .2133923
                     Independent  |   .1730972   .1242506     1.39   0.164    -.0706555    .4168498
      Independent, lean Democrat  |   .3746018   .1314984     2.85   0.004     .1166307     .632573
             Not strong Democrat  |   .2778035   .1385018     2.01   0.045     .0060931    .5495139
                 Strong Democrat  |    .439963   .1303927     3.37   0.001     .1841609    .6957651
                                  |
                     unionmem_bin |   .4666625   .0832135     5.61   0.000     .3034157    .6299092
                 knowunionmem_bin |   .0830202   .0579145     1.43   0.152    -.0305953    .1966357
                                  |
                            state |
                              21  |   .0964295   .0632662     1.52   0.128     -.027685    .2205441
                              39  |   .0809672   .0653654     1.24   0.216    -.0472655    .2091999
                                  |
                            _cons |   .3134974   .1818421     1.72   0.085    -.0432373     .670232
---------------------------------------------------------------------------------------------------
(est7 stored)

. eststo: reg stwalkoutparticipateindex nearest  $demos i.state, rob

Linear regression                               Number of obs     =      1,411
                                                F(32, 1378)       =       8.90
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1543
                                                Root MSE          =     .92798

---------------------------------------------------------------------------------------------------
                                  |               Robust
        stwalkoutparticipateindex | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                 neareststoredist |   -.019674   .0061378    -3.21   0.001    -.0317145   -.0076335
                              age |  -.0015066    .001569    -0.96   0.337    -.0045845    .0015712
                                  |
                            race5 |
                           Black  |  -.1293289   .0898659    -1.44   0.150    -.3056177    .0469599
                 American Indian  |   -.082017   .2248957    -0.36   0.715    -.5231919     .359158
                           Asian  |  -.4631347   .0995684    -4.65   0.000    -.6584566   -.2678127
                 Native Hawaiian  |  -.0890559   .1311409    -0.68   0.497    -.3463133    .1682015
                                  |
                         hispanic |
                        Hispanic  |  -.1563275    .093527    -1.67   0.095    -.3397982    .0271433
                                  |
                           gender |
                          Female  |   .1208221   .0546632     2.21   0.027     .0135901    .2280542
                           Other  |   .5457484   .3161815     1.73   0.085    -.0745008    1.165998
                                  |
                            1.emp |   .0122544   .0544776     0.22   0.822    -.0946136    .1191225
                                  |
                            educ4 |
                    Some college  |   .1287643   .0643472     2.00   0.046     .0025353    .2549933
                         College  |   .1219747   .0789759     1.54   0.123    -.0329513    .2769007
               More than College  |    .020281   .0795875     0.25   0.799    -.1358448    .1764068
                                  |
                  totfaminc_quart |
                               2  |   .0390301   .0786764     0.50   0.620    -.1153085    .1933686
                               3  |  -.0180314   .0804414    -0.22   0.823    -.1758322    .1397695
                               4  |  -.0135888    .087266    -0.16   0.876    -.1847774    .1575998
                                  |
                      polideocons |
                         Liberal  |  -.3245309    .122467    -2.65   0.008    -.5647729    -.084289
                Somewhat liberal  |  -.2895127   .1257901    -2.30   0.022    -.5362736   -.0427518
Neither liberal nor conservative  |  -.5269861   .1199332    -4.39   0.000    -.7622576   -.2917147
           Somewhat conservative  |  -.4510364   .1318803    -3.42   0.001    -.7097443   -.1923286
                    Conservative  |  -.5282507   .1347013    -3.92   0.000    -.7924925   -.2640089
               Very conservative  |  -.4865048   .1584863    -3.07   0.002    -.7974053   -.1756043
                                  |
                          partyid |
           Not strong Republican  |   .0445019   .1118061     0.40   0.691    -.1748267    .2638305
    Independent, lean Republican  |   .0029563   .1031985     0.03   0.977    -.1994868    .2053994
                     Independent  |    .094216   .0987494     0.95   0.340    -.0994994    .2879314
      Independent, lean Democrat  |   .2161347   .1114478     1.94   0.053    -.0024911    .4347604
             Not strong Democrat  |   .1847445   .1232159     1.50   0.134    -.0569665    .4264555
                 Strong Democrat  |   .2303137   .1129696     2.04   0.042     .0087026    .4519247
                                  |
                     unionmem_bin |   .5146517   .1130016     4.55   0.000      .292978    .7363255
                 knowunionmem_bin |   .3671931   .0522486     7.03   0.000     .2646978    .4696884
                                  |
                            state |
                              21  |  -.1079098   .0585554    -1.84   0.066    -.2227772    .0069575
                              39  |    .066721   .0637515     1.05   0.295    -.0583396    .1917815
                                  |
                            _cons |   .0803502   .1700712     0.47   0.637    -.2532762    .4139767
---------------------------------------------------------------------------------------------------
(est8 stored)

. eststo: reg stpublix_interest nearest $demos i.state, rob

Linear regression                               Number of obs     =      1,493
                                                F(32, 1460)       =       6.61
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1069
                                                Root MSE          =     .95629

---------------------------------------------------------------------------------------------------
                                  |               Robust
                stpublix_interest | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                 neareststoredist |   -.008658   .0055792    -1.55   0.121    -.0196021    .0022861
                              age |    -.00846   .0017118    -4.94   0.000     -.011818   -.0051021
                                  |
                            race5 |
                           Black  |     .10698   .0938897     1.14   0.255    -.0771932    .2911532
                 American Indian  |   .3000577   .3227613     0.93   0.353    -.3330677    .9331832
                           Asian  |   .2740703   .1359189     2.02   0.044     .0074531    .5406874
                 Native Hawaiian  |   .1626141   .1465955     1.11   0.267    -.1249461    .4501743
                                  |
                         hispanic |
                        Hispanic  |   .0037208   .0982162     0.04   0.970    -.1889392    .1963809
                                  |
                           gender |
                          Female  |   .1890787   .0533985     3.54   0.000     .0843327    .2938247
                           Other  |  -.8258465   .3017773    -2.74   0.006     -1.41781   -.2338831
                                  |
                            1.emp |  -.0188467   .0564673    -0.33   0.739    -.1296123    .0919189
                                  |
                            educ4 |
                    Some college  |  -.0405606    .065922    -0.62   0.538    -.1698725    .0887513
                         College  |   .0383564   .0735612     0.52   0.602    -.1059406    .1826534
               More than College  |   .0069229   .0810309     0.09   0.932    -.1520266    .1658724
                                  |
                  totfaminc_quart |
                               2  |   .0618767   .0734764     0.84   0.400    -.0822539    .2060072
                               3  |   .0210245   .0757686     0.28   0.781    -.1276024    .1696514
                               4  |   .0697287   .0828119     0.84   0.400    -.0927142    .2321717
                                  |
                      polideocons |
                         Liberal  |    -.22668   .1207094    -1.88   0.061    -.4634624    .0101023
                Somewhat liberal  |  -.4413885   .1208998    -3.65   0.000    -.6785444   -.2042326
Neither liberal nor conservative  |  -.4494034   .1137575    -3.95   0.000     -.672549   -.2262577
           Somewhat conservative  |  -.4392341   .1253866    -3.50   0.000    -.6851913    -.193277
                    Conservative  |  -.4597834   .1305742    -3.52   0.000    -.7159166   -.2036503
               Very conservative  |  -.4186617   .1571128    -2.66   0.008    -.7268525   -.1104708
                                  |
                          partyid |
           Not strong Republican  |  -.1686821   .1251401    -1.35   0.178    -.4141557    .0767915
    Independent, lean Republican  |   -.161322   .1160508    -1.39   0.165    -.3889661    .0663221
                     Independent  |  -.2267348   .1012823    -2.24   0.025    -.4254091   -.0280605
      Independent, lean Democrat  |   .0594257   .1170213     0.51   0.612    -.1701222    .2889737
             Not strong Democrat  |  -.0694709    .122446    -0.57   0.571    -.3096599     .170718
                 Strong Democrat  |   .0323118   .1150871     0.28   0.779    -.1934419    .2580655
                                  |
                     unionmem_bin |   .0432947   .0883537     0.49   0.624    -.1300191    .2166085
                 knowunionmem_bin |   .2224527   .0538575     4.13   0.000     .1168065     .328099
                                  |
                            state |
                              21  |    .028522   .0619142     0.46   0.645    -.0929283    .1499723
                              39  |  -.0195929     .06129    -0.32   0.749    -.1398188    .1006331
                                  |
                            _cons |   .6135712   .1759657     3.49   0.001     .2683987    .9587438
---------------------------------------------------------------------------------------------------
(est9 stored)

. eststo: reg stvoicemechsindex nearest $demos i.state, rob
note: 1.emp omitted because of collinearity.

Linear regression                               Number of obs     =        820
                                                F(31, 788)        =       4.99
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1716
                                                Root MSE          =     .92408

---------------------------------------------------------------------------------------------------
                                  |               Robust
                stvoicemechsindex | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                 neareststoredist |  -.0025048   .0080899    -0.31   0.757    -.0183852    .0133756
                              age |  -.0123802    .002482    -4.99   0.000    -.0172523   -.0075081
                                  |
                            race5 |
                           Black  |   .3791746   .1509837     2.51   0.012     .0827967    .6755525
                 American Indian  |   .8579363   .4152846     2.07   0.039     .0427413    1.673131
                           Asian  |   .1216639   .1704693     0.71   0.476    -.2129637    .4562915
                 Native Hawaiian  |  -.2235487   .1852097    -1.21   0.228    -.5871113     .140014
                                  |
                         hispanic |
                        Hispanic  |   .2812471    .136093     2.07   0.039     .0140994    .5483948
                                  |
                           gender |
                          Female  |   .0061967   .0695288     0.09   0.929    -.1302869    .1426804
                           Other  |  -.7017855    .245493    -2.86   0.004    -1.183683   -.2198878
                                  |
                            1.emp |          0  (omitted)
                                  |
                            educ4 |
                    Some college  |   .0561047   .0879781     0.64   0.524    -.1165944    .2288039
                         College  |   .1611187    .093051     1.73   0.084    -.0215385    .3437758
               More than College  |   .2767769   .1110378     2.49   0.013      .058812    .4947418
                                  |
                  totfaminc_quart |
                               2  |   .1848025   .1116157     1.66   0.098    -.0342968    .4039018
                               3  |   .0728246   .1150019     0.63   0.527    -.1529217    .2985708
                               4  |  -.0715141    .118347    -0.60   0.546    -.3038267    .1607986
                                  |
                      polideocons |
                         Liberal  |  -.0756026   .1786473    -0.42   0.672    -.4262834    .2750782
                Somewhat liberal  |  -.4266874   .1837062    -2.32   0.020    -.7872988    -.066076
Neither liberal nor conservative  |  -.4350825   .1786966    -2.43   0.015    -.7858603   -.0843047
           Somewhat conservative  |  -.5212956    .192967    -2.70   0.007    -.9000857   -.1425055
                    Conservative  |  -.4629538   .1993498    -2.32   0.020    -.8542732   -.0716343
               Very conservative  |  -.4750902    .228098    -2.08   0.038    -.9228419   -.0273386
                                  |
                          partyid |
           Not strong Republican  |  -.2032062   .1507757    -1.35   0.178    -.4991757    .0927633
    Independent, lean Republican  |  -.0710757   .1465976    -0.48   0.628    -.3588436    .2166923
                     Independent  |  -.1316382   .1332651    -0.99   0.324    -.3932349    .1299584
      Independent, lean Democrat  |  -.1079736   .1550917    -0.70   0.487    -.4124154    .1964682
             Not strong Democrat  |  -.0652597   .1699478    -0.38   0.701    -.3988637    .2683442
                 Strong Democrat  |    .010358   .1619342     0.06   0.949    -.3075155    .3282315
                                  |
                     unionmem_bin |   .2566686   .1091868     2.35   0.019     .0423372        .471
                 knowunionmem_bin |   .1479667   .0682105     2.17   0.030      .014071    .2818624
                                  |
                            state |
                              21  |   .0581064   .0820082     0.71   0.479    -.1028739    .2190868
                              39  |  -.0033161   .0813217    -0.04   0.967    -.1629489    .1563168
                                  |
                            _cons |     .59069   .2552157     2.31   0.021     .0897068    1.091673
---------------------------------------------------------------------------------------------------
(est10 stored)

. eststo: reg stunionvote_bin nearest $demos i.state, rob

Linear regression                               Number of obs     =        923
                                                F(32, 890)        =       8.47
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1830
                                                Root MSE          =     .92139

---------------------------------------------------------------------------------------------------
                                  |               Robust
                  stunionvote_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                 neareststoredist |   .0124273   .0087593     1.42   0.156     -.004764    .0296186
                              age |  -.0052727   .0023638    -2.23   0.026    -.0099121   -.0006334
                                  |
                            race5 |
                           Black  |  -.0512114    .111485    -0.46   0.646    -.2700155    .1675926
                 American Indian  |   -.012569   .3750178    -0.03   0.973    -.7485913    .7234533
                           Asian  |  -.0871582   .1338765    -0.65   0.515    -.3499087    .1755924
                 Native Hawaiian  |  -.0983083   .1682551    -0.58   0.559    -.4285313    .2319146
                                  |
                         hispanic |
                        Hispanic  |  -.0145233   .1188465    -0.12   0.903    -.2477755    .2187288
                                  |
                           gender |
                          Female  |   .0828332   .0652652     1.27   0.205    -.0452583    .2109248
                           Other  |  -.2919323   .6248549    -0.47   0.640    -1.518293    .9344286
                                  |
                            1.emp |  -.1938309   .1104735    -1.75   0.080    -.4106499    .0229881
                                  |
                            educ4 |
                    Some college  |   .1569919   .0876718     1.79   0.074    -.0150757    .3290596
                         College  |   .0658141   .0900474     0.73   0.465    -.1109159     .242544
               More than College  |  -.1024855   .0965974    -1.06   0.289    -.2920706    .0870997
                                  |
                  totfaminc_quart |
                               2  |   .0598017   .0978851     0.61   0.541    -.1323108    .2519142
                               3  |  -.0421561   .1035559    -0.41   0.684    -.2453983     .161086
                               4  |  -.1193321   .1077247    -1.11   0.268    -.3307561    .0920919
                                  |
                      polideocons |
                         Liberal  |  -.0255422   .1457843    -0.18   0.861    -.3116632    .2605788
                Somewhat liberal  |  -.1763365   .1492798    -1.18   0.238     -.469318    .1166449
Neither liberal nor conservative  |  -.3572382   .1382351    -2.58   0.010    -.6285429   -.0859334
           Somewhat conservative  |  -.3719966   .1523653    -2.44   0.015    -.6710338   -.0729593
                    Conservative  |  -.5088806   .1628785    -3.12   0.002    -.8285513   -.1892099
               Very conservative  |   .0630315   .2162961     0.29   0.771    -.3614785    .4875414
                                  |
                          partyid |
           Not strong Republican  |  -.0950274   .1521705    -0.62   0.532    -.3936822    .2036274
    Independent, lean Republican  |  -.2147231   .1298197    -1.65   0.098    -.4695115    .0400654
                     Independent  |  -.0877722    .116232    -0.76   0.450     -.315893    .1403486
      Independent, lean Democrat  |   .1406862   .1410242     1.00   0.319    -.1360924    .4174649
             Not strong Democrat  |  -.0247208   .1513533    -0.16   0.870    -.3217717    .2723301
                 Strong Democrat  |   .0808842   .1340667     0.60   0.546    -.1822396    .3440079
                                  |
                     unionmem_bin |    .867387   .0991038     8.75   0.000     .6728827    1.061891
                 knowunionmem_bin |   .1669048   .0660521     2.53   0.012     .0372688    .2965408
                                  |
                            state |
                              21  |   .1181429   .0735646     1.61   0.109    -.0262373    .2625232
                              39  |   .0383914   .0771548     0.50   0.619    -.1130352     .189818
                                  |
                            _cons |   .3344909   .2118014     1.58   0.115    -.0811975    .7501792
---------------------------------------------------------------------------------------------------
(est11 stored)

. eststo: reg stunioninf_r nearest  $demos i.state, rob

Linear regression                               Number of obs     =      1,493
                                                F(32, 1460)       =      13.94
                                                Prob > F          =     0.0000
                                                R-squared         =     0.2145
                                                Root MSE          =     .89803

---------------------------------------------------------------------------------------------------
                                  |               Robust
                     stunioninf_r | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                 neareststoredist |   .0050486   .0062378     0.81   0.418    -.0071874    .0172846
                              age |   -.009479   .0015569    -6.09   0.000     -.012533   -.0064251
                                  |
                            race5 |
                           Black  |   .1644843   .0815425     2.02   0.044     .0045314    .3244373
                 American Indian  |  -.2526304   .2231279    -1.13   0.258    -.6903159    .1850552
                           Asian  |  -.0111231   .1004151    -0.11   0.912    -.2080964    .1858501
                 Native Hawaiian  |   -.031134    .142365    -0.22   0.827    -.3103958    .2481279
                                  |
                         hispanic |
                        Hispanic  |   .1674082   .0929647     1.80   0.072    -.0149504    .3497668
                                  |
                           gender |
                          Female  |   .0439951   .0517602     0.85   0.395    -.0575373    .1455274
                           Other  |  -.0421225   .2035936    -0.21   0.836    -.4414898    .3572447
                                  |
                            1.emp |  -.1200461   .0513181    -2.34   0.019    -.2207112    -.019381
                                  |
                            educ4 |
                    Some college  |   .0948715   .0613271     1.55   0.122    -.0254271    .2151701
                         College  |  -.0406221   .0668635    -0.61   0.544    -.1717809    .0905367
               More than College  |  -.2229412   .0771469    -2.89   0.004    -.3742718   -.0716105
                                  |
                  totfaminc_quart |
                               2  |  -.0858991   .0678322    -1.27   0.206     -.218958    .0471598
                               3  |  -.1057109   .0697617    -1.52   0.130    -.2425548     .031133
                               4  |  -.2342584   .0789336    -2.97   0.003    -.3890938    -.079423
                                  |
                      polideocons |
                         Liberal  |  -.3499713   .1021506    -3.43   0.001    -.5503489   -.1495936
                Somewhat liberal  |  -.3253389   .1028538    -3.16   0.002    -.5270959   -.1235819
Neither liberal nor conservative  |  -.5435515   .0957384    -5.68   0.000    -.7313509    -.355752
           Somewhat conservative  |  -.5949579   .1114638    -5.34   0.000    -.8136042   -.3763116
                    Conservative  |  -.6608685   .1237591    -5.34   0.000    -.9036332   -.4181039
               Very conservative  |  -.8595584   .1672301    -5.14   0.000    -1.187595   -.5315215
                                  |
                          partyid |
           Not strong Republican  |   .0005314   .1272065     0.00   0.997    -.2489957    .2500585
    Independent, lean Republican  |  -.0800367   .1210994    -0.66   0.509     -.317584    .1575106
                     Independent  |    .145375   .1038177     1.40   0.162    -.0582727    .3490227
      Independent, lean Democrat  |   .3890221   .1108432     3.51   0.000     .1715931    .6064511
             Not strong Democrat  |   .2140603   .1187896     1.80   0.072    -.0189563    .4470769
                 Strong Democrat  |   .4191008   .1145269     3.66   0.000      .194446    .6437556
                                  |
                     unionmem_bin |   .5672283   .0818538     6.93   0.000     .4066646    .7277919
                 knowunionmem_bin |   .0435756    .050716     0.86   0.390    -.0559085    .1430597
                                  |
                            state |
                              21  |   .1237249   .0568214     2.18   0.030     .0122646    .2351853
                              39  |   .0500852   .0600222     0.83   0.404    -.0676537    .1678242
                                  |
                            _cons |    .711691   .1653396     4.30   0.000     .3873624     1.03602
---------------------------------------------------------------------------------------------------
(est12 stored)

. 
. esttab using "table2.csv", replace star(+ 0.10 * 0.05 ** 0.01 *** 0.001) scalar(singleresults) se
(file table2.csv not found)
(output written to table2.csv)

. 
. * Table 3: 2SLS Estimates of Stop & Shop Strike Exposure
. 
. eststo clear

. 
. eststo: ivregress 2sls stsupportstrikes_r (strikecomm_bin=nearest)  i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =  1,339
                                                        F(3, 1335)    =  14.00
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0435
                                                        Adj R-squared = 0.0414
                                                        Root MSE      = 0.3643

----------------------------------------------------------------------------------
                 |               Robust
  strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
           state |
             21  |  -.0880619   .0248788    -3.54   0.000    -.1368676   -.0392561
             39  |  -.0052843   .0227855    -0.23   0.817    -.0499836    .0394151
                 |
neareststoredist |  -.0153811   .0031262    -4.92   0.000    -.0215139   -.0092484
           _cons |   .9242078   .0190488    48.52   0.000     .8868389    .9615767
----------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,339
                                                  Wald chi2(3)    =       9.47
                                                  Prob > chi2     =     0.0237
                                                  R-squared       =          .
                                                  Root MSE        =     1.0147

--------------------------------------------------------------------------------
               |               Robust
stsupportstr~r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   1.031056   .5089584     2.03   0.043     .0335155    2.028596
               |
         state |
           21  |   .2113133   .0855734     2.47   0.014     .0435925    .3790341
           39  |   .1526752   .0686007     2.23   0.026     .0182204      .28713
               |
         _cons |  -.9805019    .445833    -2.20   0.028    -1.854318   -.1066853
--------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  21.state 39.state neareststoredist
(est1 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.     F(1,1335)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.0435      0.0414       0.0261       24.2257    0.0000
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stwalkoutparticipateindex (strikecomm_bin=nearest)   i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =  1,411
                                                        F(3, 1407)    =  14.04
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0400
                                                        Adj R-squared = 0.0380
                                                        Root MSE      = 0.3758

----------------------------------------------------------------------------------
                 |               Robust
  strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
           state |
             21  |  -.0807346   .0250085    -3.23   0.001    -.1297926   -.0316767
             39  |  -.0026402    .023148    -0.11   0.909    -.0480485     .042768
                 |
neareststoredist |  -.0158997   .0031194    -5.10   0.000    -.0220189   -.0097806
           _cons |   .9095444   .0192176    47.33   0.000     .8718461    .9472427
----------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,411
                                                  Wald chi2(3)    =      22.98
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =          .
                                                  Root MSE        =      1.008

--------------------------------------------------------------------------------
               |               Robust
stwalkoutpar~x | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   1.141586   .3728428     3.06   0.002     .4108272    1.872344
               |
         state |
           21  |   .0116863   .0751316     0.16   0.876     -.135569    .1589415
           39  |   .1267576   .0688269     1.84   0.066    -.0081407    .2616558
               |
         _cons |  -.9837544   .3226896    -3.05   0.002    -1.616214   -.3512943
--------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  21.state 39.state neareststoredist
(est2 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.     F(1,1407)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.0400      0.0380       0.0257       25.9989    0.0000
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stpublix_interest (strikecomm_bin=nearest)  i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =  1,493
                                                        F(3, 1489)    =  15.12
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0359
                                                        Adj R-squared = 0.0339
                                                        Root MSE      = 0.4097

----------------------------------------------------------------------------------
                 |               Robust
  strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
           state |
             21  |  -.0774645   .0264124    -2.93   0.003    -.1292739    -.025655
             39  |   .0096699   .0250161     0.39   0.699    -.0394006    .0587403
                 |
neareststoredist |  -.0158043   .0030067    -5.26   0.000    -.0217021   -.0099066
           _cons |   .8598529   .0202667    42.43   0.000     .8200986    .8996073
----------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,493
                                                  Wald chi2(3)    =       4.28
                                                  Prob > chi2     =     0.2329
                                                  R-squared       =          .
                                                  Root MSE        =     1.0362

--------------------------------------------------------------------------------
               |               Robust
stpublix_int~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |    .726538   .3681615     1.97   0.048     .0049548    1.448121
               |
         state |
           21  |   .1128327   .0756471     1.49   0.136    -.0354329    .2610984
           39  |  -.0071186   .0658918    -0.11   0.914    -.1362641     .122027
               |
         _cons |  -.5970346   .2999525    -1.99   0.047    -1.184931   -.0091385
--------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  21.state 39.state neareststoredist
(est3 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.     F(1,1489)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.0359      0.0339       0.0223       27.6486    0.0000
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stvoicemechsindex (strikecomm_bin=nearest)  i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =    820
                                                        F(3, 816)     =   4.98
                                                        Prob > F      = 0.0020
                                                        R-squared     = 0.0208
                                                        Adj R-squared = 0.0172
                                                        Root MSE      = 0.3986

----------------------------------------------------------------------------------
                 |               Robust
  strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
           state |
             21  |  -.1040905   .0341252    -3.05   0.002    -.1710741    -.037107
             39  |   -.014522   .0325188    -0.45   0.655    -.0783522    .0493083
                 |
neareststoredist |  -.0080153   .0045799    -1.75   0.080    -.0170051    .0009744
           _cons |   .8678591   .0258661    33.55   0.000     .8170872     .918631
----------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        820
                                                  Wald chi2(3)    =       2.45
                                                  Prob > chi2     =     0.4848
                                                  R-squared       =          .
                                                  Root MSE        =     1.2996

--------------------------------------------------------------------------------
               |               Robust
stvoicemechs~x | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   2.190177    1.45394     1.51   0.132    -.6594926    5.039846
               |
         state |
           21  |    .298303    .204538     1.46   0.145    -.1025841    .6991902
           39  |   .0297071   .1101149     0.27   0.787    -.1861142    .2455284
               |
         _cons |  -1.866674   1.224849    -1.52   0.128    -4.267333    .5339849
--------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  21.state 39.state neareststoredist
(est4 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.      F(1,816)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.0208      0.0172       0.0050       3.06664    0.0803
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stunionvote_bin (strikecomm_bin=nearest)  i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =    923
                                                        F(3, 919)     =   6.60
                                                        Prob > F      = 0.0002
                                                        R-squared     = 0.0247
                                                        Adj R-squared = 0.0215
                                                        Root MSE      = 0.4092

----------------------------------------------------------------------------------
                 |               Robust
  strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
           state |
             21  |  -.0846022   .0328552    -2.57   0.010    -.1490822   -.0201221
             39  |  -.0042779   .0320317    -0.13   0.894    -.0671416    .0585858
                 |
neareststoredist |   -.011742   .0038588    -3.04   0.002    -.0193152   -.0041689
           _cons |   .8567553   .0247167    34.66   0.000     .8082476    .9052631
----------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        923
                                                  Wald chi2(3)    =       3.19
                                                  Prob > chi2     =     0.3638
                                                  R-squared       =          .
                                                  Root MSE        =     1.1297

--------------------------------------------------------------------------------
               |               Robust
stunionvote_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |  -1.122124   .8975686    -1.25   0.211    -2.881326     .637078
               |
         state |
           21  |   .0018371   .1234932     0.01   0.988    -.2402052    .2438793
           39  |    .068584   .0925073     0.74   0.458     -.112727     .249895
               |
         _cons |   .8608412   .7363704     1.17   0.242    -.5824182    2.304101
--------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  21.state 39.state neareststoredist
(est5 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.      F(1,919)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.0247      0.0215       0.0120       9.26934    0.0024
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stunioninf_r (strikecomm_bin=nearest)  i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =  1,493
                                                        F(3, 1489)    =  15.12
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0359
                                                        Adj R-squared = 0.0339
                                                        Root MSE      = 0.4097

----------------------------------------------------------------------------------
                 |               Robust
  strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------+----------------------------------------------------------------
           state |
             21  |  -.0774645   .0264124    -2.93   0.003    -.1292739    -.025655
             39  |   .0096699   .0250161     0.39   0.699    -.0394006    .0587403
                 |
neareststoredist |  -.0158043   .0030067    -5.26   0.000    -.0217021   -.0099066
           _cons |   .8598529   .0202667    42.43   0.000     .8200986    .8996073
----------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,493
                                                  Wald chi2(3)    =       6.21
                                                  Prob > chi2     =     0.1020
                                                  R-squared       =     0.0046
                                                  Root MSE        =     .99971

--------------------------------------------------------------------------------
               |               Robust
  stunioninf_r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
---------------+----------------------------------------------------------------
strikecomm_bin |   .0889949   .4321258     0.21   0.837    -.7579561     .935946
               |
         state |
           21  |   .1611481   .0739184     2.18   0.029     .0162706    .3060255
           39  |   .1045018   .0661628     1.58   0.114    -.0251748    .2341785
               |
         _cons |  -.1557812   .3497157    -0.45   0.656    -.8412114     .529649
--------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  21.state 39.state neareststoredist
(est6 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.     F(1,1489)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.0359      0.0339       0.0223       27.6486    0.0000
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stsupportstrikes_r (strikecomm_bin=nearest) $demos i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =  1,339
                                                        F(32, 1306)   =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0887
                                                        Adj R-squared = 0.0664
                                                        Root MSE      = 0.3595

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |  -.0000485   .0007438    -0.07   0.948    -.0015077    .0014107
                                  |
                            race5 |
                           Black  |  -.0911322    .040269    -2.26   0.024    -.1701311   -.0121332
                 American Indian  |  -.1061784   .1608286    -0.66   0.509     -.421689    .2093322
                           Asian  |  -.1999481    .072415    -2.76   0.006    -.3420105   -.0578857
                 Native Hawaiian  |  -.0870071   .0687974    -1.26   0.206    -.2219726    .0479583
                                  |
                         hispanic |
                        Hispanic  |    .014124    .042409     0.33   0.739    -.0690732    .0973211
                                  |
                           gender |
                          Female  |   .0357228   .0212265     1.68   0.093     -.005919    .0773645
                           Other  |    .109358   .0466392     2.34   0.019     .0178621    .2008539
                                  |
                            1.emp |   .0164939   .0231367     0.71   0.476    -.0288953    .0618831
                                  |
                            educ4 |
                    Some college  |   .0251135   .0270192     0.93   0.353    -.0278923    .0781193
                         College  |   .0548169   .0282476     1.94   0.053    -.0005988    .1102326
               More than College  |   .0630785   .0317836     1.98   0.047      .000726    .1254311
                                  |
                  totfaminc_quart |
                               2  |   .0549912   .0292698     1.88   0.060    -.0024298    .1124123
                               3  |   .0322369   .0312475     1.03   0.302    -.0290639    .0935377
                               4  |   .0231606    .034232     0.68   0.499    -.0439951    .0903163
                                  |
                      polideocons |
                         Liberal  |   .0159067    .040452     0.39   0.694    -.0634512    .0952646
                Somewhat liberal  |  -.0296317   .0427454    -0.69   0.488    -.1134888    .0542254
Neither liberal nor conservative  |  -.0111863   .0400979    -0.28   0.780    -.0898496     .067477
           Somewhat conservative  |  -.0179173    .046627    -0.38   0.701    -.1093892    .0735547
                    Conservative  |  -.0180105   .0520157    -0.35   0.729     -.120054    .0840331
               Very conservative  |  -.0036778   .0626591    -0.06   0.953    -.1266013    .1192458
                                  |
                          partyid |
           Not strong Republican  |  -.0066838   .0484528    -0.14   0.890    -.1017377    .0883701
    Independent, lean Republican  |  -.0480834   .0483852    -0.99   0.321    -.1430046    .0468377
                     Independent  |  -.0632502   .0430467    -1.47   0.142    -.1476985    .0211981
      Independent, lean Democrat  |  -.0723698   .0490175    -1.48   0.140    -.1685314    .0237918
             Not strong Democrat  |  -.0457675   .0490545    -0.93   0.351    -.1420017    .0504666
                 Strong Democrat  |  -.0152537   .0453973    -0.34   0.737    -.1043132    .0738059
                                  |
                     unionmem_bin |    .043658   .0286303     1.52   0.128    -.0125083    .0998243
                 knowunionmem_bin |   .0614397   .0229634     2.68   0.008     .0163904    .1064889
                                  |
                            state |
                              21  |   -.083624   .0247813    -3.37   0.001    -.1322395   -.0350085
                              39  |  -.0101627   .0230338    -0.44   0.659    -.0553499    .0350246
                                  |
                 neareststoredist |  -.0168366   .0031924    -5.27   0.000    -.0230995   -.0105738
                            _cons |   .8738312   .0748332    11.68   0.000     .7270248    1.020638
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,339
                                                  Wald chi2(32)   =     293.99
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.1466
                                                  Root MSE        =     .92399

---------------------------------------------------------------------------------------------------
                                  |               Robust
               stsupportstrikes_r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .8062043   .4465436     1.81   0.071     -.069005    1.681414
                              age |  -.0010193   .0018193    -0.56   0.575     -.004585    .0025465
                                  |
                            race5 |
                           Black  |   .0731688   .0975295     0.75   0.453    -.1179855    .2643232
                 American Indian  |   -.294347   .3497396    -0.84   0.400     -.979824      .39113
                           Asian  |  -.0917054   .1332893    -0.69   0.491    -.3529477    .1695368
                 Native Hawaiian  |   .1226099   .1580056     0.78   0.438    -.1870754    .4322952
                                  |
                         hispanic |
                        Hispanic  |  -.1023683    .101794    -1.01   0.315    -.3018808    .0971442
                                  |
                           gender |
                          Female  |   .0450569   .0574788     0.78   0.433    -.0675995    .1577132
                           Other  |  -.0459537   .3193781    -0.14   0.886    -.6719234    .5800159
                                  |
                            1.emp |  -.2721383   .0584501    -4.66   0.000    -.3866983   -.1575782
                                  |
                            educ4 |
                    Some college  |   .0458329   .0678076     0.68   0.499    -.0870677    .1787334
                         College  |  -.0549588   .0807581    -0.68   0.496    -.2132418    .1033241
               More than College  |  -.2814253   .0893991    -3.15   0.002    -.4566444   -.1062063
                                  |
                  totfaminc_quart |
                               2  |  -.0687923    .079294    -0.87   0.386    -.2242057    .0866212
                               3  |  -.0107536   .0800853    -0.13   0.893     -.167718    .1462108
                               4  |  -.1498799   .0866727    -1.73   0.084    -.3197553    .0199954
                                  |
                      polideocons |
                         Liberal  |  -.2729161   .1025996    -2.66   0.008    -.4740076   -.0718246
                Somewhat liberal  |  -.2047901    .097661    -2.10   0.036    -.3962022    -.013378
Neither liberal nor conservative  |  -.5121844   .0945493    -5.42   0.000    -.6974977   -.3268712
           Somewhat conservative  |  -.4390987   .1124067    -3.91   0.000    -.6594118   -.2187856
                    Conservative  |  -.6518841   .1293734    -5.04   0.000    -.9054512    -.398317
               Very conservative  |  -.5402177   .1668037    -3.24   0.001     -.867147   -.2132884
                                  |
                          partyid |
           Not strong Republican  |   .0361318   .1403011     0.26   0.797    -.2388534    .3111169
    Independent, lean Republican  |  -.0207481   .1388851    -0.15   0.881    -.2929579    .2514616
                     Independent  |   .2240898    .127225     1.76   0.078    -.0252668    .4734463
      Independent, lean Democrat  |   .4329467   .1368356     3.16   0.002     .1647539    .7011395
             Not strong Democrat  |   .3147014   .1397467     2.25   0.024     .0408029       .5886
                 Strong Democrat  |   .4522606   .1312958     3.44   0.001     .1949256    .7095956
                                  |
                     unionmem_bin |   .4314652   .0838015     5.15   0.000     .2672173    .5957131
                 knowunionmem_bin |   .0334873   .0651011     0.51   0.607    -.0941086    .1610831
                                  |
                            state |
                              21  |   .1638476   .0773297     2.12   0.034     .0122842    .3154109
                              39  |   .0891604   .0643871     1.38   0.166    -.0370359    .2153567
                                  |
                            _cons |  -.3909891   .4054824    -0.96   0.335     -1.18572    .4037417
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist
(est7 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.     F(1,1306)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.0887      0.0664       0.0312       28.0072    0.0000
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stwalkoutparticipateindex (strikecomm_bin=nearest) $demos  i.state, first ro
> b

First-stage regressions
-----------------------

                                                        Number of obs =  1,411
                                                        F(32, 1378)   =   4.16
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0967
                                                        Adj R-squared = 0.0757
                                                        Root MSE      = 0.3684

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0001735   .0007323     0.24   0.813    -.0012629      .00161
                                  |
                            race5 |
                           Black  |  -.1098679   .0409928    -2.68   0.007    -.1902829   -.0294529
                 American Indian  |   -.084617   .1611763    -0.52   0.600    -.4007943    .2315604
                           Asian  |   -.207284   .0667988    -3.10   0.002    -.3383223   -.0762456
                 Native Hawaiian  |  -.0747664   .0684869    -1.09   0.275    -.2091162    .0595834
                                  |
                         hispanic |
                        Hispanic  |  -.0131551    .043755    -0.30   0.764    -.0989887    .0726785
                                  |
                           gender |
                          Female  |   .0427553   .0210491     2.03   0.042     .0014635     .084047
                           Other  |   .1140396   .0505051     2.26   0.024     .0149644    .2131148
                                  |
                            1.emp |   .0240773   .0231983     1.04   0.300    -.0214304     .069585
                                  |
                            educ4 |
                    Some college  |   .0274795    .026664     1.03   0.303    -.0248269     .079786
                         College  |   .0455224   .0284057     1.60   0.109    -.0102006    .1012454
               More than College  |   .0545736   .0316292     1.73   0.085     -.007473    .1166201
                                  |
                  totfaminc_quart |
                               2  |   .0716519   .0289609     2.47   0.013     .0148398    .1284641
                               3  |   .0349164   .0309759     1.13   0.260    -.0258487    .0956815
                               4  |   .0367452    .033892     1.08   0.278    -.0297403    .1032306
                                  |
                      polideocons |
                         Liberal  |   .0046414   .0407635     0.11   0.909    -.0753238    .0846066
                Somewhat liberal  |  -.0365133   .0427847    -0.85   0.394    -.1204435    .0474169
Neither liberal nor conservative  |  -.0295709   .0400422    -0.74   0.460    -.1081212    .0489793
           Somewhat conservative  |  -.0314978   .0464825    -0.68   0.498    -.1226818    .0596862
                    Conservative  |  -.0403293   .0510856    -0.79   0.430    -.1405433    .0598846
               Very conservative  |  -.0378689   .0626611    -0.60   0.546    -.1607903    .0850526
                                  |
                          partyid |
           Not strong Republican  |  -.0145868   .0469182    -0.31   0.756    -.1066256    .0774521
    Independent, lean Republican  |  -.0654486    .047483    -1.38   0.168    -.1585954    .0276982
                     Independent  |  -.0924233   .0418853    -2.21   0.028    -.1745893   -.0102574
      Independent, lean Democrat  |  -.0972027   .0478785    -2.03   0.043    -.1911253   -.0032802
             Not strong Democrat  |  -.0774579   .0485371    -1.60   0.111    -.1726724    .0177567
                 Strong Democrat  |  -.0440108   .0440597    -1.00   0.318    -.1304421    .0424206
                                  |
                     unionmem_bin |    .049603    .028588     1.74   0.083    -.0064777    .1056837
                 knowunionmem_bin |    .069557   .0224969     3.09   0.002     .0254252    .1136888
                                  |
                            state |
                              21  |  -.0775639   .0247627    -3.13   0.002    -.1261405   -.0289873
                              39  |  -.0091263    .023074    -0.40   0.693    -.0543902    .0361377
                                  |
                 neareststoredist |  -.0178598   .0032119    -5.56   0.000    -.0241606    -.011559
                            _cons |   .8783803    .072653    12.09   0.000     .7358578    1.020903
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,411
                                                  Wald chi2(32)   =     263.72
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0873
                                                  Root MSE        =     .95271

---------------------------------------------------------------------------------------------------
                                  |               Robust
        stwalkoutparticipateindex | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |    1.10158   .3398198     3.24   0.001      .435545    1.767614
                              age |  -.0016978   .0016229    -1.05   0.295    -.0048786     .001483
                                  |
                            race5 |
                           Black  |  -.0083007   .1010404    -0.08   0.935    -.2063361    .1897348
                 American Indian  |   .0111953   .3025331     0.04   0.970    -.5817586    .6041493
                           Asian  |  -.2347949   .1188667    -1.98   0.048    -.4677693   -.0018205
                 Native Hawaiian  |  -.0066948   .1438035    -0.05   0.963    -.2885444    .2751549
                                  |
                         hispanic |
                        Hispanic  |  -.1418361   .0991331    -1.43   0.152    -.3361334    .0524613
                                  |
                           gender |
                          Female  |   .0737238   .0569914     1.29   0.196    -.0379774    .1854249
                           Other  |   .4201248    .345179     1.22   0.224    -.2564136    1.096663
                                  |
                            1.emp |  -.0142686   .0568076    -0.25   0.802    -.1256094    .0970722
                                  |
                            educ4 |
                    Some college  |   .0984934   .0671967     1.47   0.143    -.0332097    .2301965
                         College  |   .0718281   .0826515     0.87   0.385    -.0901659    .2338222
               More than College  |  -.0398361   .0841085    -0.47   0.636    -.2046858    .1250135
                                  |
                  totfaminc_quart |
                               2  |  -.0399002   .0833668    -0.48   0.632     -.203296    .1234956
                               3  |  -.0564946   .0846849    -0.67   0.505     -.222474    .1094848
                               4  |  -.0540666   .0911812    -0.59   0.553    -.2327785    .1246454
                                  |
                      polideocons |
                         Liberal  |  -.3296438   .1218115    -2.71   0.007      -.56839   -.0908976
                Somewhat liberal  |  -.2492904    .123392    -2.02   0.043    -.4911342   -.0074465
Neither liberal nor conservative  |  -.4944114   .1179111    -4.19   0.000    -.7255129   -.2633099
           Somewhat conservative  |  -.4163391   .1321602    -3.15   0.002    -.6753684   -.1573098
                    Conservative  |  -.4838247   .1398109    -3.46   0.001     -.757849   -.2098005
               Very conservative  |  -.4447892   .1650984    -2.69   0.007     -.768376   -.1212024
                                  |
                          partyid |
           Not strong Republican  |   .0605704   .1133958     0.53   0.593    -.1616812     .282822
    Independent, lean Republican  |   .0750532   .1117859     0.67   0.502    -.1440432    .2941496
                     Independent  |   .1960276   .1092028     1.80   0.073     -.018006    .4100612
      Independent, lean Democrat  |   .3232112   .1236593     2.61   0.009     .0808435    .5655789
             Not strong Democrat  |   .2700705   .1329195     2.03   0.042     .0095531    .5305879
                 Strong Democrat  |    .278795   .1181806     2.36   0.018     .0471653    .5104248
                                  |
                     unionmem_bin |   .4600101   .1145349     4.02   0.000     .2355257    .6844944
                 knowunionmem_bin |   .2905705   .0587961     4.94   0.000     .1753324    .4058087
                                  |
                            state |
                              21  |  -.0224671    .069828    -0.32   0.748    -.1593274    .1143933
                              39  |   .0767743   .0645942     1.19   0.235    -.0498279    .2033765
                                  |
                            _cons |  -.8872555   .3224795    -2.75   0.006    -1.519304   -.2552072
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist
(est8 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.     F(1,1378)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.0967      0.0757       0.0329       31.1219    0.0000
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stpublix_interest (strikecomm_bin=nearest) $demos  i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =  1,493
                                                        F(32, 1460)   =   5.40
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1178
                                                        Adj R-squared = 0.0985
                                                        Root MSE      = 0.3958

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0010297   .0007547     1.36   0.173    -.0004508    .0025102
                                  |
                            race5 |
                           Black  |  -.1336136   .0419638    -3.18   0.001    -.2159293   -.0512979
                 American Indian  |  -.0460251   .1654504    -0.28   0.781    -.3705709    .2785207
                           Asian  |  -.2466675   .0636266    -3.88   0.000    -.3714768   -.1218582
                 Native Hawaiian  |  -.1479511   .0696113    -2.13   0.034    -.2844999   -.0114023
                                  |
                         hispanic |
                        Hispanic  |  -.0419119   .0457532    -0.92   0.360    -.1316611    .0478372
                                  |
                           gender |
                          Female  |   .0693874   .0220047     3.15   0.002     .0262232    .1125515
                           Other  |   .0386752   .1310665     0.30   0.768    -.2184236    .2957739
                                  |
                            1.emp |   .0359482   .0241559     1.49   0.137    -.0114358    .0833321
                                  |
                            educ4 |
                    Some college  |   .0393525   .0277685     1.42   0.157     -.015118    .0938229
                         College  |   .0353345   .0300205     1.18   0.239    -.0235534    .0942223
               More than College  |   .0509756   .0328129     1.55   0.121    -.0133899    .1153412
                                  |
                  totfaminc_quart |
                               2  |   .0732505    .030665     2.39   0.017     .0130984    .1334027
                               3  |   .0513437   .0318038     1.61   0.107    -.0110424    .1137298
                               4  |    .062127   .0350661     1.77   0.077    -.0066583    .1309123
                                  |
                      polideocons |
                         Liberal  |   .0030288   .0441382     0.07   0.945    -.0835523    .0896099
                Somewhat liberal  |  -.0223914    .045458    -0.49   0.622    -.1115613    .0667785
Neither liberal nor conservative  |  -.0190596   .0427863    -0.45   0.656    -.1029887    .0648696
           Somewhat conservative  |  -.0499529   .0493987    -1.01   0.312    -.1468528    .0469471
                    Conservative  |  -.0591709   .0547556    -1.08   0.280    -.1665789    .0482371
               Very conservative  |  -.0554592   .0656571    -0.84   0.398    -.1842516    .0733332
                                  |
                          partyid |
           Not strong Republican  |   .0117914   .0508463     0.23   0.817    -.0879483     .111531
    Independent, lean Republican  |  -.0694752   .0511015    -1.36   0.174    -.1697155     .030765
                     Independent  |  -.0974893   .0447726    -2.18   0.030    -.1853149   -.0096637
      Independent, lean Democrat  |  -.0844417   .0506761    -1.67   0.096    -.1838474    .0149639
             Not strong Democrat  |  -.0961529   .0521779    -1.84   0.066    -.1985045    .0061988
                 Strong Democrat  |  -.0186331   .0467818    -0.40   0.690    -.1103998    .0731336
                                  |
                     unionmem_bin |   .0293656   .0321455     0.91   0.361    -.0336907    .0924219
                 knowunionmem_bin |   .0889624    .023413     3.80   0.000     .0430357     .134889
                                  |
                            state |
                              21  |  -.0749662   .0257559    -2.91   0.004    -.1254888   -.0244437
                              39  |   .0011664   .0245751     0.05   0.962    -.0470398    .0493727
                                  |
                 neareststoredist |  -.0179545   .0031622    -5.68   0.000    -.0241576   -.0117515
                            _cons |   .7603375   .0772584     9.84   0.000     .6087882    .9118868
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,493
                                                  Wald chi2(32)   =     210.22
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0756
                                                  Root MSE        =     .96206

---------------------------------------------------------------------------------------------------
                                  |               Robust
                stpublix_interest | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .4822192   .3006276     1.60   0.109    -.1070002    1.071439
                              age |  -.0089566   .0017672    -5.07   0.000    -.0124202   -.0054929
                                  |
                            race5 |
                           Black  |   .1714111   .0992093     1.73   0.084    -.0230357    .3658578
                 American Indian  |   .3222519   .3374744     0.95   0.340    -.3391857    .9836895
                           Asian  |   .3930181   .1502551     2.62   0.009     .0985236    .6875126
                 Native Hawaiian  |   .2339589   .1537711     1.52   0.128     -.067427    .5353448
                                  |
                         hispanic |
                        Hispanic  |   .0239316   .0974848     0.25   0.806    -.1671352    .2149983
                                  |
                           gender |
                          Female  |   .1556187   .0564631     2.76   0.006     .0449531    .2662844
                           Other  |  -.8444964   .3107336    -2.72   0.007    -1.453523   -.2354698
                                  |
                            1.emp |  -.0361816   .0585364    -0.62   0.537    -.1509108    .0785476
                                  |
                            educ4 |
                    Some college  |  -.0595371   .0680901    -0.87   0.382    -.1929913    .0739171
                         College  |   .0213174   .0750753     0.28   0.776    -.1258274    .1684623
               More than College  |  -.0176585   .0826264    -0.21   0.831    -.1796033    .1442863
                                  |
                  totfaminc_quart |
                               2  |   .0265538   .0769369     0.35   0.730    -.1242398    .1773475
                               3  |  -.0037344   .0773376    -0.05   0.961    -.1553134    .1478445
                               4  |   .0397699   .0846585     0.47   0.639    -.1261578    .2056976
                                  |
                      polideocons |
                         Liberal  |  -.2281406   .1204658    -1.89   0.058    -.4642492    .0079681
                Somewhat liberal  |   -.430591   .1210419    -3.56   0.000    -.6678287   -.1933532
Neither liberal nor conservative  |  -.4402125   .1137552    -3.87   0.000    -.6631686   -.2172564
           Somewhat conservative  |  -.4151459   .1274038    -3.26   0.001    -.6648528    -.165439
                    Conservative  |  -.4312501   .1318543    -3.27   0.001    -.6896797   -.1728205
               Very conservative  |  -.3919182   .1555829    -2.52   0.012     -.696855   -.0869814
                                  |
                          partyid |
           Not strong Republican  |  -.1743682   .1269138    -1.37   0.169    -.4231147    .0743784
    Independent, lean Republican  |  -.1278197   .1184504    -1.08   0.281    -.3599782    .1043387
                     Independent  |  -.1797236   .1058858    -1.70   0.090     -.387256    .0278088
      Independent, lean Democrat  |   .1001451   .1205581     0.83   0.406    -.1361443    .3364346
             Not strong Democrat  |  -.0231042   .1242939    -0.19   0.853    -.2667156    .2205073
                 Strong Democrat  |   .0412971   .1148706     0.36   0.719    -.1838451    .2664392
                                  |
                     unionmem_bin |    .029134    .088297     0.33   0.741     -.143925     .202193
                 knowunionmem_bin |   .1795534   .0614921     2.92   0.004     .0590311    .3000757
                                  |
                            state |
                              21  |   .0646721     .07028     0.92   0.357    -.0730742    .2024185
                              39  |  -.0201553   .0618656    -0.33   0.745    -.1414096    .1010989
                                  |
                            _cons |   .2469219   .2663779     0.93   0.354    -.2751692    .7690129
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist
(est9 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.     F(1,1460)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.1178      0.0985       0.0301        32.437    0.0000
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stvoicemechsindex (strikecomm_bin=nearest) $demos  i.state, first rob
note: 0.emp identifies no observations in the sample.
note: 1.emp omitted because of collinearity.

First-stage regressions
-----------------------

                                                        Number of obs =    820
                                                        F(31, 788)    =   2.76
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1065
                                                        Adj R-squared = 0.0714
                                                        Root MSE      = 0.3875

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0005997   .0010661     0.56   0.574    -.0014931    .0026924
                                  |
                            race5 |
                           Black  |  -.1305464    .054525    -2.39   0.017    -.2375777    -.023515
                 American Indian  |   .0330612   .1488981     0.22   0.824    -.2592227    .3253452
                           Asian  |    -.26701   .0797902    -3.35   0.001    -.4236365   -.1103835
                 Native Hawaiian  |  -.0700181   .0878161    -0.80   0.426    -.2423991     .102363
                                  |
                         hispanic |
                        Hispanic  |  -.0660237   .0591814    -1.12   0.265    -.1821956    .0501483
                                  |
                           gender |
                          Female  |   .0721045   .0285437     2.53   0.012     .0160739    .1281352
                           Other  |   -.146855   .1889701    -0.78   0.437    -.5177993    .2240894
                                  |
                              emp |
                               0  |          0  (empty)
                               1  |          0  (omitted)
                                  |
                            educ4 |
                    Some college  |   .0687688   .0393612     1.75   0.081    -.0084963     .146034
                         College  |   .0399648   .0414921     0.96   0.336    -.0414834    .1214129
               More than College  |   .0628733   .0441789     1.42   0.155    -.0238489    .1495955
                                  |
                  totfaminc_quart |
                               2  |   .0254132   .0446144     0.57   0.569    -.0621638    .1129903
                               3  |   .0233112   .0440598     0.53   0.597    -.0631773    .1097996
                               4  |   .0204048   .0498834     0.41   0.683    -.0775153    .1183249
                                  |
                      polideocons |
                         Liberal  |  -.0331328   .0530861    -0.62   0.533    -.1373398    .0710742
                Somewhat liberal  |  -.0549232   .0571388    -0.96   0.337    -.1670855    .0572391
Neither liberal nor conservative  |  -.0687605   .0534064    -1.29   0.198     -.173596    .0360751
           Somewhat conservative  |  -.0791913   .0626287    -1.26   0.206    -.2021302    .0437476
                    Conservative  |  -.1625217   .0726812    -2.24   0.026    -.3051934     -.01985
               Very conservative  |   -.020741   .0812113    -0.26   0.798    -.1801571    .1386751
                                  |
                          partyid |
           Not strong Republican  |   .0342116   .0668389     0.51   0.609    -.0969917    .1654149
    Independent, lean Republican  |  -.0149767   .0706661    -0.21   0.832    -.1536928    .1237394
                     Independent  |  -.0822885   .0580229    -1.42   0.157    -.1961863    .0316094
      Independent, lean Democrat  |  -.0714101   .0667298    -1.07   0.285    -.2023993     .059579
             Not strong Democrat  |  -.0326997   .0708304    -0.46   0.644    -.1717384    .1063389
                 Strong Democrat  |   .0174326   .0606383     0.29   0.774    -.1015992    .1364643
                                  |
                     unionmem_bin |   .0427171   .0367272     1.16   0.245    -.0293776    .1148117
                 knowunionmem_bin |   .0826512   .0305374     2.71   0.007     .0227069    .1425955
                                  |
                            state |
                              21  |  -.0934115   .0336461    -2.78   0.006    -.1594582   -.0273649
                              39  |  -.0305995   .0324381    -0.94   0.346    -.0942749    .0330758
                                  |
                 neareststoredist |  -.0103798   .0046311    -2.24   0.025    -.0194705    -.001289
                            _cons |   .8374736   .0913215     9.17   0.000     .6582114    1.016736
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        820
                                                  Wald chi2(31)   =     160.00
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.1654
                                                  Root MSE        =     .90923

---------------------------------------------------------------------------------------------------
                                  |               Robust
                stvoicemechsindex | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |    .241317    .753632     0.32   0.749    -1.235775    1.718409
                              age |  -.0125249    .002479    -5.05   0.000    -.0173836   -.0076662
                                  |
                            race5 |
                           Black  |   .4106777   .1678851     2.45   0.014     .0816289    .7397264
                 American Indian  |   .8499581   .3933645     2.16   0.031     .0789778    1.620938
                           Asian  |    .186098   .2432928     0.76   0.444     -.290747     .662943
                 Native Hawaiian  |  -.2066521   .1880613    -1.10   0.272    -.5752455    .1619412
                                  |
                         hispanic |
                        Hispanic  |   .2971797   .1405911     2.11   0.035     .0216262    .5727332
                                  |
                           gender |
                          Female  |  -.0112033   .0855032    -0.13   0.896    -.1787864    .1563798
                           Other  |  -.6663469   .2795805    -2.38   0.017    -1.214314   -.1183792
                                  |
                              emp |
                               0  |          0  (empty)
                               1  |          0  (omitted)
                                  |
                            educ4 |
                    Some college  |   .0395096   .0985732     0.40   0.689    -.1536903    .2327096
                         College  |   .1514745    .092129     1.64   0.100    -.0290951    .3320441
               More than College  |   .2616045   .1154256     2.27   0.023     .0353744    .4878346
                                  |
                  totfaminc_quart |
                               2  |   .1786699    .110952     1.61   0.107    -.0387921    .3961318
                               3  |   .0671992   .1141163     0.59   0.556    -.1564647    .2908631
                               4  |  -.0764381   .1177027    -0.65   0.516     -.307131    .1542549
                                  |
                      polideocons |
                         Liberal  |  -.0676071   .1759509    -0.38   0.701    -.4124646    .2772503
                Somewhat liberal  |  -.4134335   .1850239    -2.23   0.025    -.7760737   -.0507933
Neither liberal nor conservative  |  -.4184894   .1821988    -2.30   0.022    -.7755925   -.0613864
           Somewhat conservative  |  -.5021854   .1985899    -2.53   0.011    -.8914144   -.1129564
                    Conservative  |  -.4237345   .2304206    -1.84   0.066    -.8753505    .0278815
               Very conservative  |  -.4700851   .2209403    -2.13   0.033      -.90312   -.0370501
                                  |
                          partyid |
           Not strong Republican  |   -.211462   .1528451    -1.38   0.167    -.5110329    .0881089
    Independent, lean Republican  |  -.0674615   .1430611    -0.47   0.637    -.3478562    .2129331
                     Independent  |  -.1117806   .1392057    -0.80   0.422    -.3846189    .1610576
      Independent, lean Democrat  |  -.0907411   .1556679    -0.58   0.560    -.3958446    .2143624
             Not strong Democrat  |  -.0573688   .1677676    -0.34   0.732    -.3861872    .2714497
                 Strong Democrat  |   .0061512   .1603221     0.04   0.969    -.3080743    .3203767
                                  |
                     unionmem_bin |   .2463602   .1111306     2.22   0.027     .0285483    .4641722
                 knowunionmem_bin |   .1280216   .0954634     1.34   0.180    -.0590832    .3151264
                                  |
                            state |
                              21  |   .0806482   .1172575     0.69   0.492    -.1491722    .3104686
                              39  |   .0040681   .0820309     0.05   0.960    -.1567096    .1648458
                                  |
                            _cons |   .3885934   .6430421     0.60   0.546     -.871746    1.648933
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 2.educ4 3.educ4
            4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist
(est10 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.      F(1,788)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.1065      0.0714       0.0084       5.08807    0.0244
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stunionvote_bin (strikecomm_bin=nearest)  $demos i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =    923
                                                        F(32, 890)    =   3.60
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1186
                                                        Adj R-squared = 0.0869
                                                        Root MSE      = 0.3953

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0011321   .0010143     1.12   0.265    -.0008586    .0031229
                                  |
                            race5 |
                           Black  |  -.1416963   .0498917    -2.84   0.005    -.2396155   -.0437771
                 American Indian  |   .0302162   .1450901     0.21   0.835    -.2545423    .3149748
                           Asian  |  -.2280244    .075062    -3.04   0.002    -.3753436   -.0807052
                 Native Hawaiian  |  -.1121775   .0798469    -1.40   0.160    -.2688878    .0445327
                                  |
                         hispanic |
                        Hispanic  |  -.0554718   .0558359    -0.99   0.321    -.1650573    .0541137
                                  |
                           gender |
                          Female  |   .0753208   .0272576     2.76   0.006     .0218242    .1288175
                           Other  |   -.110548   .1646241    -0.67   0.502    -.4336447    .2125486
                                  |
                            1.emp |   .0356829   .0517003     0.69   0.490    -.0657859    .1371516
                                  |
                            educ4 |
                    Some college  |   .0539816   .0368559     1.46   0.143    -.0183531    .1263162
                         College  |     .02408   .0401585     0.60   0.549    -.0547364    .1028964
               More than College  |   .0584486   .0422418     1.38   0.167    -.0244566    .1413538
                                  |
                  totfaminc_quart |
                               2  |    .062633   .0415944     1.51   0.132    -.0190014    .1442675
                               3  |   .0462245   .0416844     1.11   0.268    -.0355867    .1280357
                               4  |   .0355614   .0469833     0.76   0.449    -.0566495    .1277723
                                  |
                      polideocons |
                         Liberal  |  -.0501725   .0525745    -0.95   0.340    -.1533569    .0530119
                Somewhat liberal  |  -.0598792    .055458    -1.08   0.281     -.168723    .0489645
Neither liberal nor conservative  |  -.0546629   .0519472    -1.05   0.293    -.1566162    .0472903
           Somewhat conservative  |  -.0809022   .0604131    -1.34   0.181    -.1994708    .0376665
                    Conservative  |  -.1398353   .0684421    -2.04   0.041    -.2741622   -.0055085
               Very conservative  |   -.070616   .0804664    -0.88   0.380     -.228542    .0873099
                                  |
                          partyid |
           Not strong Republican  |   .0488917   .0639181     0.76   0.445     -.076556    .1743395
    Independent, lean Republican  |  -.0198107   .0680915    -0.29   0.771    -.1534493    .1138278
                     Independent  |  -.0761032   .0566653    -1.34   0.180    -.1873165      .03511
      Independent, lean Democrat  |  -.0487767   .0644754    -0.76   0.450    -.1753183     .077765
             Not strong Democrat  |  -.0294196   .0686747    -0.43   0.668    -.1642029    .1053636
                 Strong Democrat  |   .0404777   .0587122     0.69   0.491    -.0747527    .1557082
                                  |
                     unionmem_bin |   .0413751    .036162     1.14   0.253    -.0295976    .1123477
                 knowunionmem_bin |   .0896358   .0291256     3.08   0.002     .0324729    .1467988
                                  |
                            state |
                              21  |  -.0802635   .0319849    -2.51   0.012    -.1430381    -.017489
                              39  |   -.017762   .0315245    -0.56   0.573    -.0796331    .0441091
                                  |
                 neareststoredist |   -.013437    .003936    -3.41   0.001     -.021162   -.0057121
                            _cons |   .7536625   .0959795     7.85   0.000       .56529     .942035
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        923
                                                  Wald chi2(32)   =     237.45
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0369
                                                  Root MSE        =     .98234

---------------------------------------------------------------------------------------------------
                                  |               Robust
                  stunionvote_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |  -.9248525   .7199582    -1.28   0.199    -2.335945    .4862397
                              age |  -.0042257   .0025763    -1.64   0.101    -.0092751    .0008237
                                  |
                            race5 |
                           Black  |  -.1822596    .155549    -1.17   0.241      -.48713    .1226108
                 American Indian  |   .0153766   .4024303     0.04   0.970    -.7733723    .8041254
                           Asian  |  -.2980472   .2099185    -1.42   0.156    -.7094798    .1133855
                 Native Hawaiian  |   -.202056   .1986684    -1.02   0.309    -.5914388    .1873268
                                  |
                         hispanic |
                        Hispanic  |  -.0658266   .1351255    -0.49   0.626    -.3306676    .1990145
                                  |
                           gender |
                          Female  |   .1524939   .0885066     1.72   0.085    -.0209759    .3259636
                           Other  |  -.3941729   .5675607    -0.69   0.487    -1.506571    .7182256
                                  |
                            1.emp |  -.1608295   .1223696    -1.31   0.189    -.4006696    .0790106
                                  |
                            educ4 |
                    Some college  |   .2069169   .1054062     1.96   0.050     .0003246    .4135093
                         College  |   .0880846   .0967957     0.91   0.363    -.1016314    .2778005
               More than College  |  -.0484292   .1134481    -0.43   0.669    -.2707833     .173925
                                  |
                  totfaminc_quart |
                               2  |    .117728   .1131414     1.04   0.298    -.1040251    .3394811
                               3  |   .0005947   .1155951     0.01   0.996    -.2259675    .2271569
                               4  |   -.086443   .1156714    -0.75   0.455    -.3131547    .1402686
                                  |
                      polideocons |
                         Liberal  |  -.0719444   .1535235    -0.47   0.639    -.3728449    .2289561
                Somewhat liberal  |   -.231716   .1646858    -1.41   0.159    -.5544943    .0910623
Neither liberal nor conservative  |  -.4077933   .1521435    -2.68   0.007     -.705989   -.1095976
           Somewhat conservative  |  -.4468191   .1703207    -2.62   0.009    -.7806416   -.1129967
                    Conservative  |  -.6382077   .2002757    -3.19   0.001    -1.030741   -.2456745
               Very conservative  |  -.0022779   .2239772    -0.01   0.992    -.4412652    .4367093
                                  |
                          partyid |
           Not strong Republican  |  -.0498098   .1583799    -0.31   0.753    -.3602287    .2606092
    Independent, lean Republican  |  -.2330451   .1425923    -1.63   0.102    -.5125209    .0464307
                     Independent  |  -.1581565   .1372039    -1.15   0.249    -.4270713    .1107583
      Independent, lean Democrat  |    .095575   .1497456     0.64   0.523    -.1979209     .389071
             Not strong Democrat  |  -.0519296   .1626813    -0.32   0.750    -.3707791    .2669198
                 Strong Democrat  |   .1183201   .1423571     0.83   0.406    -.1606946    .3973348
                                  |
                     unionmem_bin |   .9056528   .1074231     8.43   0.000     .6951074    1.116198
                 knowunionmem_bin |   .2498047   .0965531     2.59   0.010     .0605641    .4390453
                                  |
                            state |
                              21  |    .043911   .1020174     0.43   0.667    -.1560395    .2438615
                              39  |   .0219641   .0840678     0.26   0.794    -.1428058    .1867341
                                  |
                            _cons |   1.031518   .5637652     1.83   0.067    -.0734419    2.136477
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist
(est11 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.      F(1,890)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.1186      0.0869       0.0163       11.7735    0.0006
  --------------------------------------------------------------------------


. 
. eststo: ivregress 2sls stunioninf_r (strikecomm_bin=nearest) $demos  i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =  1,493
                                                        F(32, 1460)   =   5.40
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1178
                                                        Adj R-squared = 0.0985
                                                        Root MSE      = 0.3958

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0010297   .0007547     1.36   0.173    -.0004508    .0025102
                                  |
                            race5 |
                           Black  |  -.1336136   .0419638    -3.18   0.001    -.2159293   -.0512979
                 American Indian  |  -.0460251   .1654504    -0.28   0.781    -.3705709    .2785207
                           Asian  |  -.2466675   .0636266    -3.88   0.000    -.3714768   -.1218582
                 Native Hawaiian  |  -.1479511   .0696113    -2.13   0.034    -.2844999   -.0114023
                                  |
                         hispanic |
                        Hispanic  |  -.0419119   .0457532    -0.92   0.360    -.1316611    .0478372
                                  |
                           gender |
                          Female  |   .0693874   .0220047     3.15   0.002     .0262232    .1125515
                           Other  |   .0386752   .1310665     0.30   0.768    -.2184236    .2957739
                                  |
                            1.emp |   .0359482   .0241559     1.49   0.137    -.0114358    .0833321
                                  |
                            educ4 |
                    Some college  |   .0393525   .0277685     1.42   0.157     -.015118    .0938229
                         College  |   .0353345   .0300205     1.18   0.239    -.0235534    .0942223
               More than College  |   .0509756   .0328129     1.55   0.121    -.0133899    .1153412
                                  |
                  totfaminc_quart |
                               2  |   .0732505    .030665     2.39   0.017     .0130984    .1334027
                               3  |   .0513437   .0318038     1.61   0.107    -.0110424    .1137298
                               4  |    .062127   .0350661     1.77   0.077    -.0066583    .1309123
                                  |
                      polideocons |
                         Liberal  |   .0030288   .0441382     0.07   0.945    -.0835523    .0896099
                Somewhat liberal  |  -.0223914    .045458    -0.49   0.622    -.1115613    .0667785
Neither liberal nor conservative  |  -.0190596   .0427863    -0.45   0.656    -.1029887    .0648696
           Somewhat conservative  |  -.0499529   .0493987    -1.01   0.312    -.1468528    .0469471
                    Conservative  |  -.0591709   .0547556    -1.08   0.280    -.1665789    .0482371
               Very conservative  |  -.0554592   .0656571    -0.84   0.398    -.1842516    .0733332
                                  |
                          partyid |
           Not strong Republican  |   .0117914   .0508463     0.23   0.817    -.0879483     .111531
    Independent, lean Republican  |  -.0694752   .0511015    -1.36   0.174    -.1697155     .030765
                     Independent  |  -.0974893   .0447726    -2.18   0.030    -.1853149   -.0096637
      Independent, lean Democrat  |  -.0844417   .0506761    -1.67   0.096    -.1838474    .0149639
             Not strong Democrat  |  -.0961529   .0521779    -1.84   0.066    -.1985045    .0061988
                 Strong Democrat  |  -.0186331   .0467818    -0.40   0.690    -.1103998    .0731336
                                  |
                     unionmem_bin |   .0293656   .0321455     0.91   0.361    -.0336907    .0924219
                 knowunionmem_bin |   .0889624    .023413     3.80   0.000     .0430357     .134889
                                  |
                            state |
                              21  |  -.0749662   .0257559    -2.91   0.004    -.1254888   -.0244437
                              39  |   .0011664   .0245751     0.05   0.962    -.0470398    .0493727
                                  |
                 neareststoredist |  -.0179545   .0031622    -5.68   0.000    -.0241576   -.0117515
                            _cons |   .7603375   .0772584     9.84   0.000     .6087882    .9118868
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,493
                                                  Wald chi2(32)   =     437.95
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.1937
                                                  Root MSE        =     .89975

---------------------------------------------------------------------------------------------------
                                  |               Robust
                     stunioninf_r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |  -.2811878   .3463917    -0.81   0.417    -.9601031    .3977276
                              age |  -.0091895    .001623    -5.66   0.000    -.0123705   -.0060085
                                  |
                            race5 |
                           Black  |   .1269138    .092463     1.37   0.170    -.0543103    .3081379
                 American Indian  |  -.2655721   .2081608    -1.28   0.202    -.6735598    .1424157
                           Asian  |   -.080483   .1267305    -0.64   0.525    -.3288703    .1679042
                 Native Hawaiian  |   -.072736   .1515037    -0.48   0.631    -.3696779    .2242058
                                  |
                         hispanic |
                        Hispanic  |   .1556231   .0941475     1.65   0.098    -.0289027    .3401488
                                  |
                           gender |
                          Female  |   .0635059   .0573078     1.11   0.268    -.0488152    .1758271
                           Other  |  -.0312476   .2028251    -0.15   0.878    -.4287774    .3662823
                                  |
                            1.emp |  -.1099379    .053714    -2.05   0.041    -.2152154   -.0046604
                                  |
                            educ4 |
                    Some college  |   .1059369   .0634588     1.67   0.095      -.01844    .2303139
                         College  |  -.0306864   .0680934    -0.45   0.652    -.1641471    .1027743
               More than College  |  -.2086075   .0786388    -2.65   0.008    -.3627367   -.0544783
                                  |
                  totfaminc_quart |
                               2  |   -.065302   .0718573    -0.91   0.363    -.2061397    .0755358
                               3  |  -.0912736   .0723201    -1.26   0.207    -.2330183    .0504711
                               4  |   -.216789   .0814431    -2.66   0.008    -.3764146   -.0571634
                                  |
                      polideocons |
                         Liberal  |  -.3491196   .1033893    -3.38   0.001    -.5517589   -.1464803
                Somewhat liberal  |  -.3316351   .1043811    -3.18   0.001    -.5362182    -.127052
Neither liberal nor conservative  |  -.5489108   .0978228    -5.61   0.000    -.7406399   -.3571816
           Somewhat conservative  |   -.609004   .1157707    -5.26   0.000    -.8359104   -.3820977
                    Conservative  |  -.6775067   .1276132    -5.31   0.000     -.927624   -.4273893
               Very conservative  |  -.8751528   .1699015    -5.15   0.000    -1.208154   -.5421521
                                  |
                          partyid |
           Not strong Republican  |    .003847   .1263403     0.03   0.976    -.2437755    .2514694
    Independent, lean Republican  |  -.0995723   .1221696    -0.82   0.415    -.3390204    .1398758
                     Independent  |   .1179622   .1072686     1.10   0.271    -.0922803    .3282047
      Independent, lean Democrat  |   .3652781   .1137442     3.21   0.001     .1423435    .5882127
             Not strong Democrat  |   .1870233   .1216352     1.54   0.124    -.0513772    .4254238
                 Strong Democrat  |   .4138614   .1129345     3.66   0.000     .1925139     .635209
                                  |
                     unionmem_bin |   .5754855   .0831565     6.92   0.000     .4125018    .7384693
                 knowunionmem_bin |   .0685907   .0589778     1.16   0.245    -.0470036     .184185
                                  |
                            state |
                              21  |   .1026453   .0655722     1.57   0.117    -.0258738    .2311645
                              39  |   .0504132   .0599699     0.84   0.401    -.0671256    .1679521
                                  |
                            _cons |   .9254886   .2877392     3.22   0.001     .3615301    1.489447
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist
(est12 stored)

. estat firststage

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.     F(1,1460)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.1178      0.0985       0.0301        32.437    0.0000
  --------------------------------------------------------------------------


. 
. esttab using "table3.csv", replace star(+ 0.10 * 0.05 ** 0.01 *** 0.001) scalar(singleresults) se
(file table3.csv not found)
(output written to table3.csv)

. 
. * Figure 4: Perceptions of Linked Fate and Interest in Braoder Labor Action and Support
. 
. reg stpublix_interest linkedfatestrikes_r $demos i.state, first rob

Linear regression                               Number of obs     =      1,422
                                                F(32, 1389)       =       9.34
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1437
                                                Root MSE          =     .93342

---------------------------------------------------------------------------------------------------
                                  |               Robust
                stpublix_interest | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
              linkedfatestrikes_r |   .3259904   .0429498     7.59   0.000     .2417369     .410244
                              age |  -.0069518   .0017438    -3.99   0.000    -.0103726    -.003531
                                  |
                            race5 |
                           Black  |   .1192633   .0984169     1.21   0.226    -.0737985     .312325
                 American Indian  |   .1148763    .317386     0.36   0.717    -.5077314     .737484
                           Asian  |   .2247978   .1372814     1.64   0.102    -.0445034     .494099
                 Native Hawaiian  |   .1447698   .1520871     0.95   0.341    -.1535754     .443115
                                  |
                         hispanic |
                        Hispanic  |  -.0367571   .0967204    -0.38   0.704     -.226491    .1529768
                                  |
                           gender |
                          Female  |   .1517172   .0537425     2.82   0.005      .046292    .2571423
                           Other  |  -.9456286   .3302193    -2.86   0.004    -1.593411   -.2978462
                                  |
                            1.emp |  -.0551875     .05693    -0.97   0.333    -.1668656    .0564906
                                  |
                            educ4 |
                    Some college  |  -.0721483   .0663028    -1.09   0.277    -.2022128    .0579161
                         College  |   .0150323   .0734441     0.20   0.838    -.1290411    .1591056
               More than College  |  -.0133454   .0806691    -0.17   0.869    -.1715918    .1449009
                                  |
                  totfaminc_quart |
                               2  |   .0697387   .0736133     0.95   0.344    -.0746665    .2141438
                               3  |   .0463299   .0752422     0.62   0.538    -.1012707    .1939306
                               4  |   .0964654   .0833633     1.16   0.247    -.0670662    .2599971
                                  |
                      polideocons |
                         Liberal  |  -.2030402   .1212892    -1.67   0.094    -.4409701    .0348897
                Somewhat liberal  |  -.4023425   .1200147    -3.35   0.001    -.6377721   -.1669128
Neither liberal nor conservative  |  -.3936592   .1150876    -3.42   0.001    -.6194236   -.1678949
           Somewhat conservative  |  -.3875119   .1280957    -3.03   0.003    -.6387938   -.1362301
                    Conservative  |  -.3999638   .1328411    -3.01   0.003    -.6605546   -.1393729
               Very conservative  |  -.2768388   .1585321    -1.75   0.081     -.587827    .0341494
                                  |
                          partyid |
           Not strong Republican  |   -.093129   .1252137    -0.74   0.457    -.3387575    .1524994
    Independent, lean Republican  |   -.028244   .1139026    -0.25   0.804    -.2516837    .1951957
                     Independent  |   -.130075   .0988868    -1.32   0.189    -.3240585    .0639085
      Independent, lean Democrat  |   .1660174   .1158227     1.43   0.152    -.0611889    .3932237
             Not strong Democrat  |   .0392526   .1229057     0.32   0.749    -.2018483    .2803534
                 Strong Democrat  |    .190008   .1120392     1.70   0.090    -.0297763    .4097923
                                  |
                     unionmem_bin |   .0396703   .0882187     0.45   0.653    -.1333861    .2127267
                 knowunionmem_bin |   .1775368   .0542536     3.27   0.001     .0711089    .2839647
                                  |
                            state |
                              21  |   .0313914   .0611307     0.51   0.608    -.0885271    .1513099
                              39  |  -.0088384   .0614028    -0.14   0.886    -.1292906    .1116138
                                  |
                            _cons |  -.0590343   .1898672    -0.31   0.756    -.4314919    .3134232
---------------------------------------------------------------------------------------------------

. estimates store publixlf

. reg stvoicemechsindex linkedfatestrikes_r $demos i.state, first rob
note: 1.emp omitted because of collinearity.

Linear regression                               Number of obs     =        787
                                                F(31, 755)        =       4.92
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1777
                                                Root MSE          =     .91705

---------------------------------------------------------------------------------------------------
                                  |               Robust
                stvoicemechsindex | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
              linkedfatestrikes_r |   .1753905   .0602385     2.91   0.004     .0571357    .2936453
                              age |  -.0101522   .0025514    -3.98   0.000    -.0151609   -.0051435
                                  |
                            race5 |
                           Black  |   .3183491   .1554739     2.05   0.041     .0131367    .6235616
                 American Indian  |    .787257   .4034799     1.95   0.051    -.0048189    1.579333
                           Asian  |    .001733    .167179     0.01   0.992     -.326458     .329924
                 Native Hawaiian  |  -.2044575   .1978524    -1.03   0.302    -.5928637    .1839487
                                  |
                         hispanic |
                        Hispanic  |   .2096023    .138756     1.51   0.131    -.0627912    .4819957
                                  |
                           gender |
                          Female  |  -.0269366   .0706983    -0.38   0.703    -.1657252     .111852
                           Other  |  -.7796221   .2495634    -3.12   0.002    -1.269543   -.2897015
                                  |
                            1.emp |          0  (omitted)
                                  |
                            educ4 |
                    Some college  |   .0669565   .0886521     0.76   0.450    -.1070773    .2409904
                         College  |   .1761311   .0938625     1.88   0.061    -.0081314    .3603936
               More than College  |   .2859245   .1125008     2.54   0.011     .0650729    .5067762
                                  |
                  totfaminc_quart |
                               2  |   .1546559   .1165435     1.33   0.185    -.0741318    .3834437
                               3  |     .03766   .1164721     0.32   0.747    -.1909876    .2663076
                               4  |  -.0917668   .1203434    -0.76   0.446    -.3280143    .1444807
                                  |
                      polideocons |
                         Liberal  |   .0023703   .1820647     0.01   0.990    -.3550428    .3597834
                Somewhat liberal  |  -.3930955   .1860574    -2.11   0.035    -.7583468   -.0278442
Neither liberal nor conservative  |  -.3869334   .1817566    -2.13   0.034    -.7437417    -.030125
           Somewhat conservative  |  -.4959448   .1943976    -2.55   0.011    -.8775689   -.1143206
                    Conservative  |  -.4711632   .2026029    -2.33   0.020    -.8688951   -.0734313
               Very conservative  |  -.3892677   .2436055    -1.60   0.110    -.8674924    .0889569
                                  |
                          partyid |
           Not strong Republican  |  -.2083194   .1514106    -1.38   0.169    -.5055553    .0889165
    Independent, lean Republican  |  -.0545877     .15122    -0.36   0.718    -.3514493     .242274
                     Independent  |  -.1123453   .1416611    -0.79   0.428    -.3904417    .1657512
      Independent, lean Democrat  |  -.0589511   .1628668    -0.36   0.717    -.3786766    .2607745
             Not strong Democrat  |  -.0876714   .1739433    -0.50   0.614    -.4291414    .2537985
                 Strong Democrat  |   .0031457    .168008     0.02   0.985    -.3266727    .3329641
                                  |
                     unionmem_bin |   .1972351   .1092891     1.80   0.072    -.0173116    .4117819
                 knowunionmem_bin |   .1187373   .0694939     1.71   0.088     -.017687    .2551616
                                  |
                            state |
                              21  |   .0760057   .0814091     0.93   0.351    -.0838095    .2358208
                              39  |   .0053739   .0820741     0.07   0.948    -.1557466    .1664945
                                  |
                            _cons |   .2381666   .2754412     0.86   0.387     -.302555    .7788882
---------------------------------------------------------------------------------------------------

. estimates store voicemlf

. reg stunionvote_bin linkedfatestrikes_r $demos i.state, first rob

Linear regression                               Number of obs     =        881
                                                F(32, 848)        =       8.63
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1907
                                                Root MSE          =     .91846

---------------------------------------------------------------------------------------------------
                                  |               Robust
                  stunionvote_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
              linkedfatestrikes_r |   .1107439   .0532608     2.08   0.038     .0062054    .2152823
                              age |  -.0044698   .0024377    -1.83   0.067    -.0092545    .0003148
                                  |
                            race5 |
                           Black  |  -.0987193   .1115157    -0.89   0.376    -.3175985      .12016
                 American Indian  |  -.0873812   .3482012    -0.25   0.802    -.7708185    .5960562
                           Asian  |  -.1401423   .1394157    -1.01   0.315    -.4137826    .1334979
                 Native Hawaiian  |   -.106933   .1811046    -0.59   0.555    -.4623989    .2485328
                                  |
                         hispanic |
                        Hispanic  |  -.0308481   .1222544    -0.25   0.801    -.2708049    .2091086
                                  |
                           gender |
                          Female  |   .0882134   .0675378     1.31   0.192    -.0443475    .2207744
                           Other  |  -.7603046   .7026046    -1.08   0.280    -2.139353    .6187434
                                  |
                            1.emp |  -.2721498   .1131368    -2.41   0.016    -.4942109   -.0500887
                                  |
                            educ4 |
                    Some college  |   .1791501    .089687     2.00   0.046     .0031156    .3551845
                         College  |   .0707074   .0929563     0.76   0.447     -.111744    .2531588
               More than College  |  -.0858343    .100207    -0.86   0.392    -.2825171    .1108486
                                  |
                  totfaminc_quart |
                               2  |   .0599952   .1025665     0.58   0.559    -.1413188    .2613093
                               3  |  -.0359317   .1062446    -0.34   0.735     -.244465    .1726015
                               4  |  -.0979025   .1106409    -0.88   0.376    -.3150646    .1192596
                                  |
                      polideocons |
                         Liberal  |  -.0222494   .1476777    -0.15   0.880    -.3121061    .2676072
                Somewhat liberal  |   -.178306   .1522759    -1.17   0.242    -.4771878    .1205759
Neither liberal nor conservative  |  -.3612095   .1406541    -2.57   0.010    -.6372804   -.0851385
           Somewhat conservative  |  -.3726594   .1549037    -2.41   0.016    -.6766989   -.0686198
                    Conservative  |   -.526168   .1667763    -3.15   0.002    -.8535108   -.1988251
               Very conservative  |   .0413054   .2268416     0.18   0.856    -.4039314    .4865422
                                  |
                          partyid |
           Not strong Republican  |  -.0804901   .1562218    -0.52   0.607    -.3871168    .2261366
    Independent, lean Republican  |  -.2059639   .1346569    -1.53   0.127    -.4702638     .058336
                     Independent  |  -.0500837   .1242925    -0.40   0.687    -.2940408    .1938733
      Independent, lean Democrat  |   .1665222   .1469575     1.13   0.257    -.1219209    .4549653
             Not strong Democrat  |  -.0332732   .1590593    -0.21   0.834    -.3454694    .2789229
                 Strong Democrat  |   .0710224   .1394083     0.51   0.611    -.2026033    .3446482
                                  |
                     unionmem_bin |   .8875401   .1012349     8.77   0.000     .6888398     1.08624
                 knowunionmem_bin |   .1337138    .067579     1.98   0.048      .001072    .2663555
                                  |
                            state |
                              21  |   .1278987   .0750048     1.71   0.089    -.0193181    .2751154
                              39  |   .0410781   .0788445     0.52   0.603    -.1136752    .1958314
                                  |
                            _cons |    .240312   .2397234     1.00   0.316    -.2302088    .7108327
---------------------------------------------------------------------------------------------------

. estimates store unionvotlf

. reg stunioninf_r linkedfatestrikes_r $demos i.state, first rob

Linear regression                               Number of obs     =      1,422
                                                F(32, 1389)       =      16.34
                                                Prob > F          =     0.0000
                                                R-squared         =     0.2347
                                                Root MSE          =     .88649

---------------------------------------------------------------------------------------------------
                                  |               Robust
                     stunioninf_r | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
              linkedfatestrikes_r |   .1647754   .0393121     4.19   0.000      .087658    .2418929
                              age |   -.008413   .0016216    -5.19   0.000     -.011594    -.005232
                                  |
                            race5 |
                           Black  |   .1248464   .0863504     1.45   0.148    -.0445449    .2942376
                 American Indian  |   -.321614   .2346782    -1.37   0.171    -.7819759     .138748
                           Asian  |  -.0243659   .0995287    -0.24   0.807    -.2196086    .1708769
                 Native Hawaiian  |   .1414451   .1407226     1.01   0.315    -.1346068    .4174969
                                  |
                         hispanic |
                        Hispanic  |   .1061023   .0953566     1.11   0.266    -.0809562    .2931608
                                  |
                           gender |
                          Female  |   .0276126   .0528835     0.52   0.602    -.0761274    .1313527
                           Other  |  -.1558992   .2306415    -0.68   0.499    -.6083426    .2965441
                                  |
                            1.emp |  -.1453345   .0527573    -2.75   0.006     -.248827    -.041842
                                  |
                            educ4 |
                    Some college  |   .0535633    .062922     0.85   0.395     -.069869    .1769957
                         College  |  -.0689303   .0672749    -1.02   0.306    -.2009016     .063041
               More than College  |  -.2412349    .078682    -3.07   0.002    -.3955833   -.0868866
                                  |
                  totfaminc_quart |
                               2  |  -.0624249   .0692839    -0.90   0.368    -.1983372    .0734875
                               3  |  -.0938953   .0709301    -1.32   0.186     -.233037    .0452464
                               4  |  -.2183207   .0811384    -2.69   0.007    -.3774878   -.0591537
                                  |
                      polideocons |
                         Liberal  |  -.3839611   .1004958    -3.82   0.000     -.581101   -.1868211
                Somewhat liberal  |  -.3323222   .1027595    -3.23   0.001    -.5339028   -.1307415
Neither liberal nor conservative  |   -.540768   .0947279    -5.71   0.000    -.7265932   -.3549427
           Somewhat conservative  |  -.5695259   .1108529    -5.14   0.000    -.7869832   -.3520687
                    Conservative  |  -.6872537   .1261433    -5.45   0.000    -.9347055   -.4398018
               Very conservative  |  -.8168334   .1716286    -4.76   0.000    -1.153513   -.4801541
                                  |
                          partyid |
           Not strong Republican  |   .0487181   .1294508     0.38   0.707     -.205222    .3026582
    Independent, lean Republican  |  -.0397712   .1224314    -0.32   0.745    -.2799416    .2003993
                     Independent  |   .1985257   .1061976     1.87   0.062    -.0097993    .4068508
      Independent, lean Democrat  |   .4681289   .1127914     4.15   0.000      .246869    .6893889
             Not strong Democrat  |   .2892538   .1213868     2.38   0.017     .0511325    .5273751
                 Strong Democrat  |    .502873   .1155653     4.35   0.000     .2761715    .7295744
                                  |
                     unionmem_bin |   .5957779   .0807416     7.38   0.000     .4373893    .7541665
                 knowunionmem_bin |    .011182   .0521243     0.21   0.830    -.0910688    .1134328
                                  |
                            state |
                              21  |   .1297239   .0570103     2.28   0.023     .0178883    .2415595
                              39  |   .0279481   .0603288     0.46   0.643    -.0903973    .1462935
                                  |
                            _cons |   .4397091   .1828585     2.40   0.016     .0810005    .7984177
---------------------------------------------------------------------------------------------------

. estimates store unioniflf

. 
. coefplot (publixlf, label("Outcome is Clicked Publix Petition")) (voicemlf, label("Outcome is Inter
> est in Worplace Action")) (unionvotlf, label("Outcome is Vote for Union at Job")) (unioniflf, label
> ("Outcome is Support More Union Influence")), xline(0) keep(linkedfatestrikes_r) ylabel("") xtitle(
> "OLS Coefficient on Linked Fate with Strikes (1-3)")

. graph export "figure4.pdf", replace
file /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
    Survey/Stop and Shop Strike/Data/Replication data/figure4.pdf saved as PDF format

. 
. * Table 4: Exploring Reduced Form and 2SLS Effects of Strikes on Perceptions of Linked Fate
. 
. eststo clear

. 
. eststo: reg linkedfatestrikes_r nearest $demos  i.state, rob

Linear regression                               Number of obs     =      1,411
                                                F(32, 1378)       =       4.46
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1023
                                                Root MSE          =     .60144

---------------------------------------------------------------------------------------------------
                                  |               Robust
              linkedfatestrikes_r | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                 neareststoredist |   -.005749   .0040464    -1.42   0.156    -.0136867    .0021887
                              age |   -.005205    .001093    -4.76   0.000    -.0073491    -.003061
                                  |
                            race5 |
                           Black  |   .1422801    .065271     2.18   0.029     .0142388    .2703214
                 American Indian  |   .5341102   .2763156     1.93   0.053    -.0079345    1.076155
                           Asian  |   .0554052   .0941605     0.59   0.556    -.1293082    .2401186
                 Native Hawaiian  |   -.110545   .1072938    -1.03   0.303    -.3210219    .0999319
                                  |
                         hispanic |
                        Hispanic  |   .0838235   .0724089     1.16   0.247    -.0582201    .2258671
                                  |
                           gender |
                          Female  |    .065479   .0350066     1.87   0.062    -.0031929     .134151
                           Other  |   .2669545    .415113     0.64   0.520    -.5473672    1.081276
                                  |
                            1.emp |   .0839106   .0350635     2.39   0.017     .0151269    .1526943
                                  |
                            educ4 |
                    Some college  |   .1187072   .0432554     2.74   0.006     .0338537    .2035607
                         College  |   .0790279   .0461182     1.71   0.087    -.0114415    .1694973
               More than College  |   .0889313   .0510082     1.74   0.081    -.0111308    .1889934
                                  |
                  totfaminc_quart |
                               2  |  -.0302386   .0501569    -0.60   0.547    -.1286307    .0681536
                               3  |  -.0722351   .0508765    -1.42   0.156    -.1720388    .0275685
                               4  |  -.1507009   .0541601    -2.78   0.005     -.256946   -.0444557
                                  |
                      polideocons |
                         Liberal  |  -.1908063   .0806066    -2.37   0.018    -.3489312   -.0326814
                Somewhat liberal  |  -.1783484   .0838556    -2.13   0.034    -.3428468     -.01385
Neither liberal nor conservative  |  -.2400695   .0799523    -3.00   0.003    -.3969109    -.083228
           Somewhat conservative  |  -.1852729   .0872413    -2.12   0.034    -.3564131   -.0141327
                    Conservative  |  -.2179565   .0965863    -2.26   0.024    -.4074285   -.0284845
               Very conservative  |   -.360807   .1117094    -3.23   0.001    -.5799459   -.1416681
                                  |
                          partyid |
           Not strong Republican  |  -.1606641   .0832023    -1.93   0.054     -.323881    .0025528
    Independent, lean Republican  |  -.1929592   .0788131    -2.45   0.014    -.3475659   -.0383525
                     Independent  |  -.1840328   .0745794    -2.47   0.014    -.3303343   -.0377313
      Independent, lean Democrat  |  -.2147295   .0813783    -2.64   0.008    -.3743682   -.0550908
             Not strong Democrat  |  -.1864455   .0843162    -2.21   0.027    -.3518475   -.0210435
                 Strong Democrat  |  -.2433862   .0819045    -2.97   0.003    -.4040572   -.0827152
                                  |
                     unionmem_bin |   .0965241   .0592713     1.63   0.104    -.0197477    .2127958
                 knowunionmem_bin |   .0948085   .0351246     2.70   0.007     .0259051    .1637119
                                  |
                            state |
                              21  |  -.0725682   .0393048    -1.85   0.065    -.1496719    .0045356
                              39  |   .0228386   .0414383     0.55   0.582    -.0584504    .1041276
                                  |
                            _cons |   1.960311   .1348649    14.54   0.000     1.695748    2.224874
---------------------------------------------------------------------------------------------------
(est1 stored)

. eststo: ivregress 2sls linkedfatestrikes_r (strikecomm_bin=nearest)  $demos i.state, first rob

First-stage regressions
-----------------------

                                                        Number of obs =  1,411
                                                        F(32, 1378)   =   4.16
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0967
                                                        Adj R-squared = 0.0757
                                                        Root MSE      = 0.3684

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0001735   .0007323     0.24   0.813    -.0012629      .00161
                                  |
                            race5 |
                           Black  |  -.1098679   .0409928    -2.68   0.007    -.1902829   -.0294529
                 American Indian  |   -.084617   .1611763    -0.52   0.600    -.4007943    .2315604
                           Asian  |   -.207284   .0667988    -3.10   0.002    -.3383223   -.0762456
                 Native Hawaiian  |  -.0747664   .0684869    -1.09   0.275    -.2091162    .0595834
                                  |
                         hispanic |
                        Hispanic  |  -.0131551    .043755    -0.30   0.764    -.0989887    .0726785
                                  |
                           gender |
                          Female  |   .0427553   .0210491     2.03   0.042     .0014635     .084047
                           Other  |   .1140396   .0505051     2.26   0.024     .0149644    .2131148
                                  |
                            1.emp |   .0240773   .0231983     1.04   0.300    -.0214304     .069585
                                  |
                            educ4 |
                    Some college  |   .0274795    .026664     1.03   0.303    -.0248269     .079786
                         College  |   .0455224   .0284057     1.60   0.109    -.0102006    .1012454
               More than College  |   .0545736   .0316292     1.73   0.085     -.007473    .1166201
                                  |
                  totfaminc_quart |
                               2  |   .0716519   .0289609     2.47   0.013     .0148398    .1284641
                               3  |   .0349164   .0309759     1.13   0.260    -.0258487    .0956815
                               4  |   .0367452    .033892     1.08   0.278    -.0297403    .1032306
                                  |
                      polideocons |
                         Liberal  |   .0046414   .0407635     0.11   0.909    -.0753238    .0846066
                Somewhat liberal  |  -.0365133   .0427847    -0.85   0.394    -.1204435    .0474169
Neither liberal nor conservative  |  -.0295709   .0400422    -0.74   0.460    -.1081212    .0489793
           Somewhat conservative  |  -.0314978   .0464825    -0.68   0.498    -.1226818    .0596862
                    Conservative  |  -.0403293   .0510856    -0.79   0.430    -.1405433    .0598846
               Very conservative  |  -.0378689   .0626611    -0.60   0.546    -.1607903    .0850526
                                  |
                          partyid |
           Not strong Republican  |  -.0145868   .0469182    -0.31   0.756    -.1066256    .0774521
    Independent, lean Republican  |  -.0654486    .047483    -1.38   0.168    -.1585954    .0276982
                     Independent  |  -.0924233   .0418853    -2.21   0.028    -.1745893   -.0102574
      Independent, lean Democrat  |  -.0972027   .0478785    -2.03   0.043    -.1911253   -.0032802
             Not strong Democrat  |  -.0774579   .0485371    -1.60   0.111    -.1726724    .0177567
                 Strong Democrat  |  -.0440108   .0440597    -1.00   0.318    -.1304421    .0424206
                                  |
                     unionmem_bin |    .049603    .028588     1.74   0.083    -.0064777    .1056837
                 knowunionmem_bin |    .069557   .0224969     3.09   0.002     .0254252    .1136888
                                  |
                            state |
                              21  |  -.0775639   .0247627    -3.13   0.002    -.1261405   -.0289873
                              39  |  -.0091263    .023074    -0.40   0.693    -.0543902    .0361377
                                  |
                 neareststoredist |  -.0178598   .0032119    -5.56   0.000    -.0241606    -.011559
                            _cons |   .8783803    .072653    12.09   0.000     .7358578    1.020903
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,411
                                                  Wald chi2(32)   =     147.08
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.1015
                                                  Root MSE        =     .59464

---------------------------------------------------------------------------------------------------
                                  |               Robust
              linkedfatestrikes_r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .3218962   .2190971     1.47   0.142    -.1075262    .7513185
                              age |  -.0052609   .0010834    -4.86   0.000    -.0073844   -.0031374
                                  |
                            race5 |
                           Black  |   .1776462   .0665125     2.67   0.008     .0472841    .3080082
                 American Indian  |    .561348   .2550873     2.20   0.028     .0613861     1.06131
                           Asian  |   .1221291    .099157     1.23   0.218    -.0722149    .3164732
                 Native Hawaiian  |   -.086478   .1080794    -0.80   0.424    -.2983097    .1253537
                                  |
                         hispanic |
                        Hispanic  |   .0880581   .0712723     1.24   0.217     -.051633    .2277491
                                  |
                           gender |
                          Female  |   .0517163   .0355144     1.46   0.145    -.0178906    .1213232
                           Other  |   .2302456   .4158276     0.55   0.580    -.5847614    1.045253
                                  |
                            1.emp |   .0761602   .0350916     2.17   0.030      .007382    .1449384
                                  |
                            educ4 |
                    Some college  |   .1098616   .0428712     2.56   0.010     .0258355    .1938877
                         College  |   .0643744   .0463679     1.39   0.165    -.0265051    .1552539
               More than College  |   .0713642    .052439     1.36   0.174    -.0314143    .1741428
                                  |
                  totfaminc_quart |
                               2  |  -.0533031   .0521818    -1.02   0.307    -.1555776    .0489715
                               3  |  -.0834746   .0505323    -1.65   0.099    -.1825161    .0155669
                               4  |   -.162529   .0539021    -3.02   0.003    -.2681752   -.0568828
                                  |
                      polideocons |
                         Liberal  |  -.1923003   .0794692    -2.42   0.016    -.3480571   -.0365436
                Somewhat liberal  |  -.1665949   .0822431    -2.03   0.043    -.3277884   -.0054014
Neither liberal nor conservative  |  -.2305507   .0783122    -2.94   0.003    -.3840398   -.0770616
           Somewhat conservative  |  -.1751339   .0864842    -2.03   0.043    -.3446398    -.005628
                    Conservative  |  -.2049747   .0961551    -2.13   0.033    -.3934352   -.0165141
               Very conservative  |  -.3486172   .1121231    -3.11   0.002    -.5683744   -.1288599
                                  |
                          partyid |
           Not strong Republican  |  -.1559686   .0832772    -1.87   0.061    -.3191889    .0072516
    Independent, lean Republican  |  -.1718915   .0793005    -2.17   0.030    -.3273177   -.0164654
                     Independent  |  -.1542821   .0777762    -1.98   0.047    -.3067206   -.0018435
      Independent, lean Democrat  |  -.1834403   .0844307    -2.17   0.030    -.3489214   -.0179592
             Not strong Democrat  |  -.1615121   .0861222    -1.88   0.061    -.3303085    .0072843
                 Strong Democrat  |  -.2292193   .0830132    -2.76   0.006    -.3919222   -.0665164
                                  |
                     unionmem_bin |    .080557   .0591227     1.36   0.173    -.0353212    .1964353
                 knowunionmem_bin |   .0724184   .0392095     1.85   0.065    -.0044308    .1492676
                                  |
                            state |
                              21  |  -.0476006   .0438282    -1.09   0.277    -.1335023    .0383011
                              39  |   .0257763   .0409893     0.63   0.529    -.0545612    .1061138
                                  |
                            _cons |   1.677564   .2165212     7.75   0.000      1.25319    2.101937
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist
(est2 stored)

. estat firststage 

  First-stage regression summary statistics
  --------------------------------------------------------------------------
               |            Adjusted      Partial       Robust
      Variable |   R-sq.       R-sq.        R-sq.     F(1,1378)   Prob > F
  -------------+------------------------------------------------------------
  strikecomm~n |  0.0967      0.0757       0.0329       31.1219    0.0000
  --------------------------------------------------------------------------


. 
. esttab using "table4.csv", replace star(+ 0.10 * 0.05 ** 0.01 *** 0.001) scalar(singleresults) se
(file table4.csv not found)
(output written to table4.csv)

. 
. * Appendix Figure C1: Distance to Nearest Other Grocery or Big Box Store, Frequency of Shopping at 
> Stop & Shop (Left) and Self-Reported Strike Exposure (Right)
. 
. binscatter freqshopstopshop_r anystorenearestdist, absorb(state) ytitle("Frequency of Shopping at S
> top & Shop (1-5)") xtitle("Nearest Other Store, in Miles") name(c1_a, replace)

. binscatter strikecomm_bin anystorenearestdist , absorb(state) ytitle("% Respondents Reporting Strik
> e in Local Community") xtitle("Nearest Other Store, in Miles") name(c1_b, replace)

. 
. graph combine c1_a c1_b

. graph export "appendix_figurec1.pdf", replace
file /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
    Survey/Stop and Shop Strike/Data/Replication data/appendix_figurec1.pdf saved as PDF format

. 
. * Appendix Figure E1: 2SLS Estimates of the Effect of Strike Exposure on Different Forms of Actions
>  Taken in Support of the Stop & Shop Strike
. 
. foreach var of varlist walkoutparticipate_1_r walkoutparticipate_7_r walkoutparticipate_2_r walkout
> participate_3_r walkoutparticipate_4_r{
  2.                 ivregress 2sls `var' (strikecomm_bin=nearest) $demos i.state, first rob
  3.                 estimates store ivwp`var'
  4. }

First-stage regressions
-----------------------

                                                        Number of obs =  1,411
                                                        F(32, 1378)   =   4.16
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0967
                                                        Adj R-squared = 0.0757
                                                        Root MSE      = 0.3684

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0001735   .0007323     0.24   0.813    -.0012629      .00161
                                  |
                            race5 |
                           Black  |  -.1098679   .0409928    -2.68   0.007    -.1902829   -.0294529
                 American Indian  |   -.084617   .1611763    -0.52   0.600    -.4007943    .2315604
                           Asian  |   -.207284   .0667988    -3.10   0.002    -.3383223   -.0762456
                 Native Hawaiian  |  -.0747664   .0684869    -1.09   0.275    -.2091162    .0595834
                                  |
                         hispanic |
                        Hispanic  |  -.0131551    .043755    -0.30   0.764    -.0989887    .0726785
                                  |
                           gender |
                          Female  |   .0427553   .0210491     2.03   0.042     .0014635     .084047
                           Other  |   .1140396   .0505051     2.26   0.024     .0149644    .2131148
                                  |
                            1.emp |   .0240773   .0231983     1.04   0.300    -.0214304     .069585
                                  |
                            educ4 |
                    Some college  |   .0274795    .026664     1.03   0.303    -.0248269     .079786
                         College  |   .0455224   .0284057     1.60   0.109    -.0102006    .1012454
               More than College  |   .0545736   .0316292     1.73   0.085     -.007473    .1166201
                                  |
                  totfaminc_quart |
                               2  |   .0716519   .0289609     2.47   0.013     .0148398    .1284641
                               3  |   .0349164   .0309759     1.13   0.260    -.0258487    .0956815
                               4  |   .0367452    .033892     1.08   0.278    -.0297403    .1032306
                                  |
                      polideocons |
                         Liberal  |   .0046414   .0407635     0.11   0.909    -.0753238    .0846066
                Somewhat liberal  |  -.0365133   .0427847    -0.85   0.394    -.1204435    .0474169
Neither liberal nor conservative  |  -.0295709   .0400422    -0.74   0.460    -.1081212    .0489793
           Somewhat conservative  |  -.0314978   .0464825    -0.68   0.498    -.1226818    .0596862
                    Conservative  |  -.0403293   .0510856    -0.79   0.430    -.1405433    .0598846
               Very conservative  |  -.0378689   .0626611    -0.60   0.546    -.1607903    .0850526
                                  |
                          partyid |
           Not strong Republican  |  -.0145868   .0469182    -0.31   0.756    -.1066256    .0774521
    Independent, lean Republican  |  -.0654486    .047483    -1.38   0.168    -.1585954    .0276982
                     Independent  |  -.0924233   .0418853    -2.21   0.028    -.1745893   -.0102574
      Independent, lean Democrat  |  -.0972027   .0478785    -2.03   0.043    -.1911253   -.0032802
             Not strong Democrat  |  -.0774579   .0485371    -1.60   0.111    -.1726724    .0177567
                 Strong Democrat  |  -.0440108   .0440597    -1.00   0.318    -.1304421    .0424206
                                  |
                     unionmem_bin |    .049603    .028588     1.74   0.083    -.0064777    .1056837
                 knowunionmem_bin |    .069557   .0224969     3.09   0.002     .0254252    .1136888
                                  |
                            state |
                              21  |  -.0775639   .0247627    -3.13   0.002    -.1261405   -.0289873
                              39  |  -.0091263    .023074    -0.40   0.693    -.0543902    .0361377
                                  |
                 neareststoredist |  -.0178598   .0032119    -5.56   0.000    -.0241606    -.011559
                            _cons |   .8783803    .072653    12.09   0.000     .7358578    1.020903
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,411
                                                  Wald chi2(32)   =     287.42
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0932
                                                  Root MSE        =     .46903

---------------------------------------------------------------------------------------------------
                                  |               Robust
           walkoutparticipate_1_r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .5352834   .1804604     2.97   0.003     .1815875    .8889793
                              age |   .0005114   .0008446     0.61   0.545    -.0011439    .0021667
                                  |
                            race5 |
                           Black  |   -.044346   .0499242    -0.89   0.374    -.1421957    .0535037
                 American Indian  |  -.1323043   .1867951    -0.71   0.479     -.498416    .2338074
                           Asian  |  -.1603435    .061087    -2.62   0.009    -.2800719   -.0406151
                 Native Hawaiian  |   .0027434   .0710386     0.04   0.969    -.1364897    .1419765
                                  |
                         hispanic |
                        Hispanic  |  -.1613716    .043946    -3.67   0.000    -.2475042    -.075239
                                  |
                           gender |
                          Female  |   .0515547   .0279359     1.85   0.065    -.0031986    .1063079
                           Other  |   .1039255   .1443434     0.72   0.472    -.1789823    .3868333
                                  |
                            1.emp |  -.0285371   .0285241    -1.00   0.317    -.0844433    .0273692
                                  |
                            educ4 |
                    Some college  |   .0627849   .0340468     1.84   0.065    -.0039456    .1295153
                         College  |   .0306166   .0383135     0.80   0.424    -.0444765    .1057097
               More than College  |  -.0090846   .0433636    -0.21   0.834    -.0940757    .0759064
                                  |
                  totfaminc_quart |
                               2  |   .0353957   .0390052     0.91   0.364     -.041053    .1118445
                               3  |   .0414538   .0383741     1.08   0.280    -.0337581    .1166657
                               4  |   .0679096   .0428555     1.58   0.113    -.0160857    .1519049
                                  |
                      polideocons |
                         Liberal  |   -.059821   .0575198    -1.04   0.298    -.1725577    .0529157
                Somewhat liberal  |  -.0591802   .0571383    -1.04   0.300    -.1711692    .0528088
Neither liberal nor conservative  |   -.136444    .054558    -2.50   0.012    -.2433757   -.0295123
           Somewhat conservative  |  -.1536721   .0622085    -2.47   0.014    -.2755985   -.0317456
                    Conservative  |  -.1301801   .0676956    -1.92   0.054    -.2628609    .0025008
               Very conservative  |   -.129261   .0841184    -1.54   0.124    -.2941302    .0356081
                                  |
                          partyid |
           Not strong Republican  |   .0303805   .0658264     0.46   0.644    -.0986369    .1593979
    Independent, lean Republican  |   .0569234   .0627511     0.91   0.364    -.0660665    .1799133
                     Independent  |   .0805665   .0577368     1.40   0.163    -.0325956    .1937286
      Independent, lean Democrat  |   .1574292   .0648356     2.43   0.015     .0303538    .2845047
             Not strong Democrat  |   .1183518   .0667445     1.77   0.076     -.012465    .2491685
                 Strong Democrat  |   .1237943   .0604988     2.05   0.041     .0052189    .2423697
                                  |
                     unionmem_bin |   .0906537   .0476332     1.90   0.057    -.0027057     .184013
                 knowunionmem_bin |   .1394959   .0306771     4.55   0.000       .07937    .1996219
                                  |
                            state |
                              21  |  -.0022166   .0354075    -0.06   0.950     -.071614    .0671807
                              39  |   .0347859   .0310549     1.12   0.263    -.0260805    .0956524
                                  |
                            _cons |  -.1798816   .1701432    -1.06   0.290    -.5133563     .153593
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =  1,411
                                                        F(32, 1378)   =   4.16
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0967
                                                        Adj R-squared = 0.0757
                                                        Root MSE      = 0.3684

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0001735   .0007323     0.24   0.813    -.0012629      .00161
                                  |
                            race5 |
                           Black  |  -.1098679   .0409928    -2.68   0.007    -.1902829   -.0294529
                 American Indian  |   -.084617   .1611763    -0.52   0.600    -.4007943    .2315604
                           Asian  |   -.207284   .0667988    -3.10   0.002    -.3383223   -.0762456
                 Native Hawaiian  |  -.0747664   .0684869    -1.09   0.275    -.2091162    .0595834
                                  |
                         hispanic |
                        Hispanic  |  -.0131551    .043755    -0.30   0.764    -.0989887    .0726785
                                  |
                           gender |
                          Female  |   .0427553   .0210491     2.03   0.042     .0014635     .084047
                           Other  |   .1140396   .0505051     2.26   0.024     .0149644    .2131148
                                  |
                            1.emp |   .0240773   .0231983     1.04   0.300    -.0214304     .069585
                                  |
                            educ4 |
                    Some college  |   .0274795    .026664     1.03   0.303    -.0248269     .079786
                         College  |   .0455224   .0284057     1.60   0.109    -.0102006    .1012454
               More than College  |   .0545736   .0316292     1.73   0.085     -.007473    .1166201
                                  |
                  totfaminc_quart |
                               2  |   .0716519   .0289609     2.47   0.013     .0148398    .1284641
                               3  |   .0349164   .0309759     1.13   0.260    -.0258487    .0956815
                               4  |   .0367452    .033892     1.08   0.278    -.0297403    .1032306
                                  |
                      polideocons |
                         Liberal  |   .0046414   .0407635     0.11   0.909    -.0753238    .0846066
                Somewhat liberal  |  -.0365133   .0427847    -0.85   0.394    -.1204435    .0474169
Neither liberal nor conservative  |  -.0295709   .0400422    -0.74   0.460    -.1081212    .0489793
           Somewhat conservative  |  -.0314978   .0464825    -0.68   0.498    -.1226818    .0596862
                    Conservative  |  -.0403293   .0510856    -0.79   0.430    -.1405433    .0598846
               Very conservative  |  -.0378689   .0626611    -0.60   0.546    -.1607903    .0850526
                                  |
                          partyid |
           Not strong Republican  |  -.0145868   .0469182    -0.31   0.756    -.1066256    .0774521
    Independent, lean Republican  |  -.0654486    .047483    -1.38   0.168    -.1585954    .0276982
                     Independent  |  -.0924233   .0418853    -2.21   0.028    -.1745893   -.0102574
      Independent, lean Democrat  |  -.0972027   .0478785    -2.03   0.043    -.1911253   -.0032802
             Not strong Democrat  |  -.0774579   .0485371    -1.60   0.111    -.1726724    .0177567
                 Strong Democrat  |  -.0440108   .0440597    -1.00   0.318    -.1304421    .0424206
                                  |
                     unionmem_bin |    .049603    .028588     1.74   0.083    -.0064777    .1056837
                 knowunionmem_bin |    .069557   .0224969     3.09   0.002     .0254252    .1136888
                                  |
                            state |
                              21  |  -.0775639   .0247627    -3.13   0.002    -.1261405   -.0289873
                              39  |  -.0091263    .023074    -0.40   0.693    -.0543902    .0361377
                                  |
                 neareststoredist |  -.0178598   .0032119    -5.56   0.000    -.0241606    -.011559
                            _cons |   .8783803    .072653    12.09   0.000     .7358578    1.020903
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,411
                                                  Wald chi2(32)   =     171.58
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0894
                                                  Root MSE        =     .33352

---------------------------------------------------------------------------------------------------
                                  |               Robust
           walkoutparticipate_7_r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .2151905   .1088872     1.98   0.048     .0017754    .4286055
                              age |  -.0007061    .000576    -1.23   0.220     -.001835    .0004228
                                  |
                            race5 |
                           Black  |  -.0427811   .0352483    -1.21   0.225    -.1118666    .0263044
                 American Indian  |  -.0620655   .1072546    -0.58   0.563    -.2722808    .1481497
                           Asian  |  -.0300573   .0408082    -0.74   0.461      -.11004    .0499253
                 Native Hawaiian  |  -.0435282   .0517107    -0.84   0.400    -.1448793    .0578228
                                  |
                         hispanic |
                        Hispanic  |   -.015625   .0367932    -0.42   0.671    -.0877383    .0564883
                                  |
                           gender |
                          Female  |   .0242082   .0198479     1.22   0.223     -.014693    .0631095
                           Other  |   .4389058   .1387374     3.16   0.002     .1669855    .7108261
                                  |
                            1.emp |   .0109764   .0203955     0.54   0.590    -.0289981    .0509509
                                  |
                            educ4 |
                    Some college  |   .0286427   .0238593     1.20   0.230    -.0181206     .075406
                         College  |   .0118202   .0273491     0.43   0.666     -.041783    .0654235
               More than College  |  -.0117458   .0301186    -0.39   0.697    -.0707772    .0472856
                                  |
                  totfaminc_quart |
                               2  |  -.0189367   .0277317    -0.68   0.495    -.0732898    .0354164
                               3  |   -.031058   .0274847    -1.13   0.258    -.0849269     .022811
                               4  |  -.0260857   .0306538    -0.85   0.395    -.0861661    .0339948
                                  |
                      polideocons |
                         Liberal  |  -.1393079   .0512813    -2.72   0.007    -.2398173   -.0387985
                Somewhat liberal  |  -.1378393   .0501684    -2.75   0.006    -.2361676    -.039511
Neither liberal nor conservative  |  -.1819068   .0468359    -3.88   0.000    -.2737035   -.0901101
           Somewhat conservative  |  -.1453069   .0508924    -2.86   0.004    -.2450542   -.0455596
                    Conservative  |  -.1755718    .051392    -3.42   0.001    -.2762983   -.0748454
               Very conservative  |  -.1357406   .0575105    -2.36   0.018    -.2484591   -.0230221
                                  |
                          partyid |
           Not strong Republican  |   .0168476   .0358431     0.47   0.638    -.0534036    .0870989
    Independent, lean Republican  |   .0052146   .0339169     0.15   0.878    -.0612613    .0716904
                     Independent  |   .0677155   .0336425     2.01   0.044     .0017774    .1336535
      Independent, lean Democrat  |   .1165863   .0418748     2.78   0.005     .0345132    .1986594
             Not strong Democrat  |   .0794583   .0411938     1.93   0.054      -.00128    .1601966
                 Strong Democrat  |   .1172198    .039638     2.96   0.003     .0395307     .194909
                                  |
                     unionmem_bin |   .1022112   .0398151     2.57   0.010     .0241751    .1802473
                 knowunionmem_bin |   .0759541   .0194156     3.91   0.000     .0379002     .114008
                                  |
                            state |
                              21  |  -.0085675    .023457    -0.37   0.715    -.0545425    .0374074
                              39  |   .0354588   .0228561     1.55   0.121    -.0093382    .0802559
                                  |
                            _cons |   .0117026   .1053755     0.11   0.912    -.1948296    .2182347
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =  1,411
                                                        F(32, 1378)   =   4.16
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0967
                                                        Adj R-squared = 0.0757
                                                        Root MSE      = 0.3684

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0001735   .0007323     0.24   0.813    -.0012629      .00161
                                  |
                            race5 |
                           Black  |  -.1098679   .0409928    -2.68   0.007    -.1902829   -.0294529
                 American Indian  |   -.084617   .1611763    -0.52   0.600    -.4007943    .2315604
                           Asian  |   -.207284   .0667988    -3.10   0.002    -.3383223   -.0762456
                 Native Hawaiian  |  -.0747664   .0684869    -1.09   0.275    -.2091162    .0595834
                                  |
                         hispanic |
                        Hispanic  |  -.0131551    .043755    -0.30   0.764    -.0989887    .0726785
                                  |
                           gender |
                          Female  |   .0427553   .0210491     2.03   0.042     .0014635     .084047
                           Other  |   .1140396   .0505051     2.26   0.024     .0149644    .2131148
                                  |
                            1.emp |   .0240773   .0231983     1.04   0.300    -.0214304     .069585
                                  |
                            educ4 |
                    Some college  |   .0274795    .026664     1.03   0.303    -.0248269     .079786
                         College  |   .0455224   .0284057     1.60   0.109    -.0102006    .1012454
               More than College  |   .0545736   .0316292     1.73   0.085     -.007473    .1166201
                                  |
                  totfaminc_quart |
                               2  |   .0716519   .0289609     2.47   0.013     .0148398    .1284641
                               3  |   .0349164   .0309759     1.13   0.260    -.0258487    .0956815
                               4  |   .0367452    .033892     1.08   0.278    -.0297403    .1032306
                                  |
                      polideocons |
                         Liberal  |   .0046414   .0407635     0.11   0.909    -.0753238    .0846066
                Somewhat liberal  |  -.0365133   .0427847    -0.85   0.394    -.1204435    .0474169
Neither liberal nor conservative  |  -.0295709   .0400422    -0.74   0.460    -.1081212    .0489793
           Somewhat conservative  |  -.0314978   .0464825    -0.68   0.498    -.1226818    .0596862
                    Conservative  |  -.0403293   .0510856    -0.79   0.430    -.1405433    .0598846
               Very conservative  |  -.0378689   .0626611    -0.60   0.546    -.1607903    .0850526
                                  |
                          partyid |
           Not strong Republican  |  -.0145868   .0469182    -0.31   0.756    -.1066256    .0774521
    Independent, lean Republican  |  -.0654486    .047483    -1.38   0.168    -.1585954    .0276982
                     Independent  |  -.0924233   .0418853    -2.21   0.028    -.1745893   -.0102574
      Independent, lean Democrat  |  -.0972027   .0478785    -2.03   0.043    -.1911253   -.0032802
             Not strong Democrat  |  -.0774579   .0485371    -1.60   0.111    -.1726724    .0177567
                 Strong Democrat  |  -.0440108   .0440597    -1.00   0.318    -.1304421    .0424206
                                  |
                     unionmem_bin |    .049603    .028588     1.74   0.083    -.0064777    .1056837
                 knowunionmem_bin |    .069557   .0224969     3.09   0.002     .0254252    .1136888
                                  |
                            state |
                              21  |  -.0775639   .0247627    -3.13   0.002    -.1261405   -.0289873
                              39  |  -.0091263    .023074    -0.40   0.693    -.0543902    .0361377
                                  |
                 neareststoredist |  -.0178598   .0032119    -5.56   0.000    -.0241606    -.011559
                            _cons |   .8783803    .072653    12.09   0.000     .7358578    1.020903
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,411
                                                  Wald chi2(32)   =      23.42
                                                  Prob > chi2     =     0.8645
                                                  R-squared       =     0.0530
                                                  Root MSE        =     .12056

---------------------------------------------------------------------------------------------------
                                  |               Robust
           walkoutparticipate_2_r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .0148314   .0342312     0.43   0.665    -.0522606    .0819233
                              age |  -.0002799   .0002067    -1.35   0.176     -.000685    .0001251
                                  |
                            race5 |
                           Black  |   .0159494   .0161237     0.99   0.323    -.0156524    .0475512
                 American Indian  |   .0914154     .11435     0.80   0.424    -.1327065    .3155373
                           Asian  |   .0016196   .0078546     0.21   0.837    -.0137752    .0170144
                 Native Hawaiian  |  -.0114506   .0205003    -0.56   0.576    -.0516304    .0287292
                                  |
                         hispanic |
                        Hispanic  |    .008539   .0156626     0.55   0.586    -.0221591    .0392371
                                  |
                           gender |
                          Female  |  -.0140042   .0077565    -1.81   0.071    -.0292065    .0011982
                           Other  |    -.02726   .0192598    -1.42   0.157    -.0650086    .0104886
                                  |
                            1.emp |   .0021896   .0065882     0.33   0.740    -.0107231    .0151023
                                  |
                            educ4 |
                    Some college  |  -.0029444   .0077398    -0.38   0.704    -.0181141    .0122253
                         College  |   .0137419    .011943     1.15   0.250    -.0096659    .0371497
               More than College  |  -.0152569   .0091864    -1.66   0.097    -.0332619    .0027481
                                  |
                  totfaminc_quart |
                               2  |  -.0174675    .010113    -1.73   0.084    -.0372886    .0023535
                               3  |  -.0144505   .0118608    -1.22   0.223    -.0376972    .0087963
                               4  |  -.0266364   .0121666    -2.19   0.029    -.0504826   -.0027903
                                  |
                      polideocons |
                         Liberal  |   .0147007   .0168612     0.87   0.383    -.0183467    .0477481
                Somewhat liberal  |   .0144648   .0159409     0.91   0.364    -.0167787    .0457084
Neither liberal nor conservative  |  -.0085747   .0145154    -0.59   0.555    -.0370243     .019875
           Somewhat conservative  |   .0034007   .0176482     0.19   0.847    -.0311891    .0379904
                    Conservative  |  -.0108155   .0216674    -0.50   0.618    -.0532829    .0316519
               Very conservative  |  -.0358967   .0217147    -1.65   0.098    -.0784567    .0066633
                                  |
                          partyid |
           Not strong Republican  |  -.0409083   .0221906    -1.84   0.065     -.084401    .0025844
    Independent, lean Republican  |  -.0416701   .0200902    -2.07   0.038     -.081046   -.0022941
                     Independent  |     -.0318   .0221769    -1.43   0.152    -.0752659    .0116658
      Independent, lean Democrat  |   -.054192   .0233974    -2.32   0.021    -.1000501    -.008334
             Not strong Democrat  |  -.0499772   .0227206    -2.20   0.028    -.0945089   -.0054456
                 Strong Democrat  |  -.0471009   .0246208    -1.91   0.056    -.0953568     .001155
                                  |
                     unionmem_bin |   .0630166    .022232     2.83   0.005     .0194428    .1065905
                 knowunionmem_bin |  -.0014492   .0076119    -0.19   0.849    -.0163682    .0134698
                                  |
                            state |
                              21  |  -.0082294   .0093227    -0.88   0.377    -.0265015    .0100427
                              39  |  -.0060424   .0079814    -0.76   0.449    -.0216856    .0096008
                                  |
                            _cons |   .0734261   .0416916     1.76   0.078     -.008288    .1551401
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =  1,411
                                                        F(32, 1378)   =   4.16
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0967
                                                        Adj R-squared = 0.0757
                                                        Root MSE      = 0.3684

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0001735   .0007323     0.24   0.813    -.0012629      .00161
                                  |
                            race5 |
                           Black  |  -.1098679   .0409928    -2.68   0.007    -.1902829   -.0294529
                 American Indian  |   -.084617   .1611763    -0.52   0.600    -.4007943    .2315604
                           Asian  |   -.207284   .0667988    -3.10   0.002    -.3383223   -.0762456
                 Native Hawaiian  |  -.0747664   .0684869    -1.09   0.275    -.2091162    .0595834
                                  |
                         hispanic |
                        Hispanic  |  -.0131551    .043755    -0.30   0.764    -.0989887    .0726785
                                  |
                           gender |
                          Female  |   .0427553   .0210491     2.03   0.042     .0014635     .084047
                           Other  |   .1140396   .0505051     2.26   0.024     .0149644    .2131148
                                  |
                            1.emp |   .0240773   .0231983     1.04   0.300    -.0214304     .069585
                                  |
                            educ4 |
                    Some college  |   .0274795    .026664     1.03   0.303    -.0248269     .079786
                         College  |   .0455224   .0284057     1.60   0.109    -.0102006    .1012454
               More than College  |   .0545736   .0316292     1.73   0.085     -.007473    .1166201
                                  |
                  totfaminc_quart |
                               2  |   .0716519   .0289609     2.47   0.013     .0148398    .1284641
                               3  |   .0349164   .0309759     1.13   0.260    -.0258487    .0956815
                               4  |   .0367452    .033892     1.08   0.278    -.0297403    .1032306
                                  |
                      polideocons |
                         Liberal  |   .0046414   .0407635     0.11   0.909    -.0753238    .0846066
                Somewhat liberal  |  -.0365133   .0427847    -0.85   0.394    -.1204435    .0474169
Neither liberal nor conservative  |  -.0295709   .0400422    -0.74   0.460    -.1081212    .0489793
           Somewhat conservative  |  -.0314978   .0464825    -0.68   0.498    -.1226818    .0596862
                    Conservative  |  -.0403293   .0510856    -0.79   0.430    -.1405433    .0598846
               Very conservative  |  -.0378689   .0626611    -0.60   0.546    -.1607903    .0850526
                                  |
                          partyid |
           Not strong Republican  |  -.0145868   .0469182    -0.31   0.756    -.1066256    .0774521
    Independent, lean Republican  |  -.0654486    .047483    -1.38   0.168    -.1585954    .0276982
                     Independent  |  -.0924233   .0418853    -2.21   0.028    -.1745893   -.0102574
      Independent, lean Democrat  |  -.0972027   .0478785    -2.03   0.043    -.1911253   -.0032802
             Not strong Democrat  |  -.0774579   .0485371    -1.60   0.111    -.1726724    .0177567
                 Strong Democrat  |  -.0440108   .0440597    -1.00   0.318    -.1304421    .0424206
                                  |
                     unionmem_bin |    .049603    .028588     1.74   0.083    -.0064777    .1056837
                 knowunionmem_bin |    .069557   .0224969     3.09   0.002     .0254252    .1136888
                                  |
                            state |
                              21  |  -.0775639   .0247627    -3.13   0.002    -.1261405   -.0289873
                              39  |  -.0091263    .023074    -0.40   0.693    -.0543902    .0361377
                                  |
                 neareststoredist |  -.0178598   .0032119    -5.56   0.000    -.0241606    -.011559
                            _cons |   .8783803    .072653    12.09   0.000     .7358578    1.020903
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,411
                                                  Wald chi2(32)   =      45.99
                                                  Prob > chi2     =     0.0521
                                                  R-squared       =     0.0051
                                                  Root MSE        =     .18792

---------------------------------------------------------------------------------------------------
                                  |               Robust
           walkoutparticipate_3_r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .1079413   .0480559     2.25   0.025     .0137535    .2021291
                              age |  -.0003902   .0003313    -1.18   0.239    -.0010396    .0002593
                                  |
                            race5 |
                           Black  |   .0388055   .0234829     1.65   0.098    -.0072202    .0848312
                 American Indian  |   .1843857    .140479     1.31   0.189    -.0909482    .4597196
                           Asian  |   .0422833    .025818     1.64   0.101     -.008319    .0928856
                 Native Hawaiian  |  -.0039164   .0378356    -0.10   0.918    -.0780727      .07024
                                  |
                         hispanic |
                        Hispanic  |   .0394382   .0270573     1.46   0.145    -.0135932    .0924696
                                  |
                           gender |
                          Female  |  -.0114689   .0112554    -1.02   0.308    -.0335291    .0105912
                           Other  |  -.0955649    .024353    -3.92   0.000    -.1432959   -.0478339
                                  |
                            1.emp |   .0061646   .0123096     0.50   0.617    -.0179618     .030291
                                  |
                            educ4 |
                    Some college  |  -.0004117   .0136525    -0.03   0.976    -.0271702    .0263467
                         College  |  -.0096367   .0154132    -0.63   0.532    -.0398461    .0205727
               More than College  |  -.0174539   .0147949    -1.18   0.238    -.0464514    .0115437
                                  |
                  totfaminc_quart |
                               2  |  -.0186684   .0173957    -1.07   0.283    -.0527635    .0154266
                               3  |  -.0184961    .017128    -1.08   0.280    -.0520663    .0150742
                               4  |  -.0068889   .0188241    -0.37   0.714    -.0437835    .0300057
                                  |
                      polideocons |
                         Liberal  |  -.0420568   .0282647    -1.49   0.137    -.0974546    .0133411
                Somewhat liberal  |   -.016705   .0303344    -0.55   0.582    -.0761594    .0427494
Neither liberal nor conservative  |  -.0386153   .0279326    -1.38   0.167    -.0933621    .0161315
           Somewhat conservative  |  -.0395098   .0307472    -1.28   0.199    -.0997731    .0207536
                    Conservative  |  -.0529863   .0318681    -1.66   0.096    -.1154465     .009474
               Very conservative  |  -.0363924   .0342192    -1.06   0.288    -.1034607    .0306759
                                  |
                          partyid |
           Not strong Republican  |   .0059258   .0241832     0.25   0.806    -.0414723    .0533239
    Independent, lean Republican  |   .0221608   .0249578     0.89   0.375    -.0267557    .0710773
                     Independent  |  -.0040402   .0204578    -0.20   0.843    -.0441367    .0360563
      Independent, lean Democrat  |  -.0060473   .0249722    -0.24   0.809    -.0549919    .0428973
             Not strong Democrat  |   .0091582   .0260474     0.35   0.725    -.0418938    .0602102
                 Strong Democrat  |  -.0145602    .023566    -0.62   0.537    -.0607486    .0316283
                                  |
                     unionmem_bin |   .0693456   .0259622     2.67   0.008     .0184606    .1202306
                 knowunionmem_bin |   .0128887   .0111422     1.16   0.247    -.0089496    .0347269
                                  |
                            state |
                              21  |  -.0079558   .0121033    -0.66   0.511    -.0316778    .0157661
                              39  |   .0022387   .0126607     0.18   0.860    -.0225759    .0270533
                                  |
                            _cons |  -.0014051   .0490505    -0.03   0.977    -.0975423    .0947321
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =  1,411
                                                        F(32, 1378)   =   4.16
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.0967
                                                        Adj R-squared = 0.0757
                                                        Root MSE      = 0.3684

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |   .0001735   .0007323     0.24   0.813    -.0012629      .00161
                                  |
                            race5 |
                           Black  |  -.1098679   .0409928    -2.68   0.007    -.1902829   -.0294529
                 American Indian  |   -.084617   .1611763    -0.52   0.600    -.4007943    .2315604
                           Asian  |   -.207284   .0667988    -3.10   0.002    -.3383223   -.0762456
                 Native Hawaiian  |  -.0747664   .0684869    -1.09   0.275    -.2091162    .0595834
                                  |
                         hispanic |
                        Hispanic  |  -.0131551    .043755    -0.30   0.764    -.0989887    .0726785
                                  |
                           gender |
                          Female  |   .0427553   .0210491     2.03   0.042     .0014635     .084047
                           Other  |   .1140396   .0505051     2.26   0.024     .0149644    .2131148
                                  |
                            1.emp |   .0240773   .0231983     1.04   0.300    -.0214304     .069585
                                  |
                            educ4 |
                    Some college  |   .0274795    .026664     1.03   0.303    -.0248269     .079786
                         College  |   .0455224   .0284057     1.60   0.109    -.0102006    .1012454
               More than College  |   .0545736   .0316292     1.73   0.085     -.007473    .1166201
                                  |
                  totfaminc_quart |
                               2  |   .0716519   .0289609     2.47   0.013     .0148398    .1284641
                               3  |   .0349164   .0309759     1.13   0.260    -.0258487    .0956815
                               4  |   .0367452    .033892     1.08   0.278    -.0297403    .1032306
                                  |
                      polideocons |
                         Liberal  |   .0046414   .0407635     0.11   0.909    -.0753238    .0846066
                Somewhat liberal  |  -.0365133   .0427847    -0.85   0.394    -.1204435    .0474169
Neither liberal nor conservative  |  -.0295709   .0400422    -0.74   0.460    -.1081212    .0489793
           Somewhat conservative  |  -.0314978   .0464825    -0.68   0.498    -.1226818    .0596862
                    Conservative  |  -.0403293   .0510856    -0.79   0.430    -.1405433    .0598846
               Very conservative  |  -.0378689   .0626611    -0.60   0.546    -.1607903    .0850526
                                  |
                          partyid |
           Not strong Republican  |  -.0145868   .0469182    -0.31   0.756    -.1066256    .0774521
    Independent, lean Republican  |  -.0654486    .047483    -1.38   0.168    -.1585954    .0276982
                     Independent  |  -.0924233   .0418853    -2.21   0.028    -.1745893   -.0102574
      Independent, lean Democrat  |  -.0972027   .0478785    -2.03   0.043    -.1911253   -.0032802
             Not strong Democrat  |  -.0774579   .0485371    -1.60   0.111    -.1726724    .0177567
                 Strong Democrat  |  -.0440108   .0440597    -1.00   0.318    -.1304421    .0424206
                                  |
                     unionmem_bin |    .049603    .028588     1.74   0.083    -.0064777    .1056837
                 knowunionmem_bin |    .069557   .0224969     3.09   0.002     .0254252    .1136888
                                  |
                            state |
                              21  |  -.0775639   .0247627    -3.13   0.002    -.1261405   -.0289873
                              39  |  -.0091263    .023074    -0.40   0.693    -.0543902    .0361377
                                  |
                 neareststoredist |  -.0178598   .0032119    -5.56   0.000    -.0241606    -.011559
                            _cons |   .8783803    .072653    12.09   0.000     .7358578    1.020903
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =      1,411
                                                  Wald chi2(32)   =      23.55
                                                  Prob > chi2     =     0.8602
                                                  R-squared       =     0.0360
                                                  Root MSE        =     .12696

---------------------------------------------------------------------------------------------------
                                  |               Robust
           walkoutparticipate_4_r | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   -.035602   .0447687    -0.80   0.426     -.123347     .052143
                              age |   -.000329   .0001893    -1.74   0.082    -.0007001    .0000421
                                  |
                            race5 |
                           Black  |   .0146909   .0173821     0.85   0.398    -.0193775    .0487592
                 American Indian  |  -.0422853   .0165962    -2.55   0.011    -.0748133   -.0097573
                           Asian  |  -.0179267   .0089305    -2.01   0.045    -.0354301   -.0004233
                 Native Hawaiian  |   .0574928   .0375044     1.53   0.125    -.0160144    .1310001
                                  |
                         hispanic |
                        Hispanic  |   .0175958   .0174105     1.01   0.312    -.0165282    .0517198
                                  |
                           gender |
                          Female  |  -.0032472   .0074667    -0.43   0.664    -.0178817    .0113873
                           Other  |  -.0292417   .0186193    -1.57   0.116    -.0657347    .0072514
                                  |
                            1.emp |   .0064403   .0059039     1.09   0.275    -.0051312    .0180119
                                  |
                            educ4 |
                    Some college  |   .0006135   .0082454     0.07   0.941    -.0155471    .0167742
                         College  |    .007154   .0105709     0.68   0.499    -.0135646    .0278725
               More than College  |   .0112319   .0109295     1.03   0.304    -.0101895    .0326534
                                  |
                  totfaminc_quart |
                               2  |   .0119441   .0122162     0.98   0.328    -.0119991    .0358874
                               3  |  -.0002229   .0115777    -0.02   0.985    -.0229148     .022469
                               4  |  -.0132819   .0107535    -1.24   0.217    -.0343584    .0077947
                                  |
                      polideocons |
                         Liberal  |  -.0137489   .0209203    -0.66   0.511    -.0547519     .027254
                Somewhat liberal  |   .0028975   .0231918     0.12   0.901    -.0425577    .0483527
Neither liberal nor conservative  |  -.0217581   .0196461    -1.11   0.268    -.0602637    .0167476
           Somewhat conservative  |  -.0152427    .019815    -0.77   0.442    -.0540795     .023594
                    Conservative  |  -.0073284   .0231896    -0.32   0.752    -.0527791    .0381223
               Very conservative  |  -.0148056   .0194501    -0.76   0.447    -.0529271     .023316
                                  |
                          partyid |
           Not strong Republican  |   .0243115   .0147702     1.65   0.100    -.0046375    .0532605
    Independent, lean Republican  |   .0199364   .0110668     1.80   0.072    -.0017542    .0416269
                     Independent  |   .0202696   .0120336     1.68   0.092    -.0033159     .043855
      Independent, lean Democrat  |   .0121576   .0130775     0.93   0.353    -.0134738    .0377891
             Not strong Democrat  |   .0106274   .0123357     0.86   0.389    -.0135502     .034805
                 Strong Democrat  |   .0181448   .0122747     1.48   0.139    -.0059133    .0422028
                                  |
                     unionmem_bin |   .0377076   .0203466     1.85   0.064     -.002171    .0775863
                 knowunionmem_bin |   .0121969   .0071287     1.71   0.087    -.0017752    .0261689
                                  |
                            state |
                              21  |  -.0011927   .0105026    -0.11   0.910    -.0217775    .0193922
                              39  |   .0048593   .0083505     0.58   0.561    -.0115074    .0212259
                                  |
                            _cons |   .0356498   .0440192     0.81   0.418    -.0506263    .1219259
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

. coefplot (ivwpwalkoutparticipate_1_r, label("Boycotted Stop & Shop")) (ivwpwalkoutparticipate_7_r, 
> label("Told Others to Boycott Stop & Shop")) (ivwpwalkoutparticipate_2_r, label("Held Signs, Marche
> d, or Joined Protests")) (ivwpwalkoutparticipate_3_r, label("Brought Food to Strikers")) (ivwpwalko
> utparticipate_4_r, label("Donated Money to Strikers")), xline(0) keep(strikecomm_bin) ylabel("")

. graph export "appendix_figuree1.pdf", replace
file /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
    Survey/Stop and Shop Strike/Data/Replication data/appendix_figuree1.pdf saved as PDF format

. 
. * Appendix Figure F1: 2SLS Estimates of the Effect of Strike Exposure on Interest in Workplace Acti
> ons, Among Employed Respondents
. 
. foreach var of varlist voicemechs_12_bin voicemechs_13_bin voicemechs_14_bin voicemechs_15_bin voic
> emechs_16_bin voicemechs_17_bin voicemechs_18_bin voicemechs_19_bin voicemechs_20_bin voicemechs_21
> _bin voicemechs_22_bin{
  2.                 ivregress 2sls `var' (strikecomm_bin=nearest) $demos i.state, first rob
  3.                 estimates store ivvm`var'
  4. }

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =      66.27
                                                  Prob > chi2     =     0.0003
                                                  R-squared       =          .
                                                  Root MSE        =     .50715

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_12_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |  -.3521789   .3506264    -1.00   0.315    -1.039394    .3350363
                              age |  -.0004068   .0013732    -0.30   0.767    -.0030981    .0022846
                                  |
                            race5 |
                           Black  |  -.0319735   .0745579    -0.43   0.668    -.1781044    .1141574
                 American Indian  |   .2894244   .2084128     1.39   0.165    -.1190573     .697906
                           Asian  |  -.1722963   .1092772    -1.58   0.115    -.3864757     .041883
                 Native Hawaiian  |  -.0698326   .0958953    -0.73   0.466    -.2577838    .1181187
                                  |
                         hispanic |
                        Hispanic  |  -.0320263   .0645347    -0.50   0.620     -.158512    .0944594
                                  |
                           gender |
                          Female  |   .0551414   .0435872     1.27   0.206    -.0302879    .1405707
                           Other  |  -.1027295   .2450209    -0.42   0.675    -.5829617    .3775026
                                  |
                            1.emp |   .0116434    .061319     0.19   0.849    -.1085396    .1318264
                                  |
                            educ4 |
                    Some college  |   .0149293   .0490478     0.30   0.761    -.0812027    .1110613
                         College  |   .0384557   .0499539     0.77   0.441    -.0594522    .1363635
               More than College  |   .1267743   .0608838     2.08   0.037     .0074443    .2461044
                                  |
                  totfaminc_quart |
                               2  |   .0636624   .0541148     1.18   0.239    -.0424007    .1697254
                               3  |   .0866838   .0550814     1.57   0.116    -.0212738    .1946414
                               4  |   .0240195   .0589929     0.41   0.684    -.0916045    .1396435
                                  |
                      polideocons |
                         Liberal  |  -.0496164    .076113    -0.65   0.514    -.1987952    .0995624
                Somewhat liberal  |  -.2444285   .0801029    -3.05   0.002    -.4014273   -.0874296
Neither liberal nor conservative  |  -.2384949   .0738734    -3.23   0.001    -.3832841   -.0937057
           Somewhat conservative  |  -.2641362   .0879573    -3.00   0.003    -.4365293   -.0917431
                    Conservative  |  -.2368947    .100164    -2.37   0.018    -.4332125   -.0405768
               Very conservative  |  -.1827393   .1168157    -1.56   0.118    -.4116939    .0462153
                                  |
                          partyid |
           Not strong Republican  |   .0482896   .0837517     0.58   0.564    -.1158608      .21244
    Independent, lean Republican  |   .0547237    .083599     0.65   0.513    -.1091274    .2185748
                     Independent  |   .0620876   .0729208     0.85   0.395    -.0808346    .2050097
      Independent, lean Democrat  |    .072056   .0802027     0.90   0.369    -.0851384    .2292504
             Not strong Democrat  |   .0819787   .0842377     0.97   0.330    -.0831242    .2470815
                 Strong Democrat  |   .1040967   .0775994     1.34   0.180    -.0479952    .2561886
                                  |
                     unionmem_bin |  -.0238202   .0532254    -0.45   0.654    -.1281401    .0804996
                 knowunionmem_bin |   .1309841   .0482354     2.72   0.007     .0364445    .2255236
                                  |
                            state |
                              21  |  -.0071684   .0515723    -0.14   0.889    -.1082483    .0939114
                              39  |   .0759362   .0426282     1.78   0.075    -.0076136     .159486
                                  |
                            _cons |   .6572497   .2694627     2.44   0.015     .1291126    1.185387
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =     126.17
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0009
                                                  Root MSE        =     .47533

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_13_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .4529319   .2410402     1.88   0.060    -.0194982    .9253619
                              age |  -.0048175   .0012461    -3.87   0.000    -.0072599   -.0023752
                                  |
                            race5 |
                           Black  |   .0181235   .0654258     0.28   0.782    -.1101087    .1463557
                 American Indian  |   .2274464   .1746663     1.30   0.193    -.1148932    .5697861
                           Asian  |   .0971285   .0961027     1.01   0.312    -.0912293    .2854862
                 Native Hawaiian  |  -.0216569   .0940543    -0.23   0.818    -.2060001    .1626862
                                  |
                         hispanic |
                        Hispanic  |   .0393085   .0638294     0.62   0.538    -.0857949    .1644119
                                  |
                           gender |
                          Female  |   .0066461   .0376786     0.18   0.860    -.0672027    .0804949
                           Other  |   .0295213   .1892777     0.16   0.876    -.3414562    .4004988
                                  |
                            1.emp |    -.07034   .0570345    -1.23   0.217    -.1821255    .0414455
                                  |
                            educ4 |
                    Some college  |  -.0101673   .0461577    -0.22   0.826    -.1006348    .0803002
                         College  |    .013179   .0476842     0.28   0.782    -.0802802    .1066382
               More than College  |   .0790893   .0547321     1.45   0.148    -.0281837    .1863622
                                  |
                  totfaminc_quart |
                               2  |   .0068058   .0514493     0.13   0.895    -.0940329    .1076445
                               3  |   .0644122   .0517528     1.24   0.213    -.0370215    .1658459
                               4  |   .0012168   .0564292     0.02   0.983    -.1093825     .111816
                                  |
                      polideocons |
                         Liberal  |    .064082   .0753765     0.85   0.395    -.0836532    .2118173
                Somewhat liberal  |  -.1091243   .0784334    -1.39   0.164     -.262851    .0446025
Neither liberal nor conservative  |  -.1073965   .0734044    -1.46   0.143    -.2512666    .0364736
           Somewhat conservative  |  -.1532579   .0821744    -1.87   0.062    -.3143168     .007801
                    Conservative  |  -.0418126   .0945697    -0.44   0.658    -.2271658    .1435406
               Very conservative  |  -.0492023   .0987802    -0.50   0.618    -.2428079    .1444032
                                  |
                          partyid |
           Not strong Republican  |  -.0285895   .0785985    -0.36   0.716    -.1826397    .1254607
    Independent, lean Republican  |  -.0572869   .0716143    -0.80   0.424    -.1976485    .0830746
                     Independent  |    .014213    .063419     0.22   0.823     -.110086    .1385121
      Independent, lean Democrat  |   .0942662   .0724979     1.30   0.194    -.0478271    .2363595
             Not strong Democrat  |   .0290209   .0756381     0.38   0.701     -.119227    .1772688
                 Strong Democrat  |   .1290531   .0724991     1.78   0.075    -.0130426    .2711488
                                  |
                     unionmem_bin |   .0522814   .0495916     1.05   0.292    -.0449165    .1494792
                 knowunionmem_bin |   .0226096    .041839     0.54   0.589    -.0593935    .1046126
                                  |
                            state |
                              21  |   .0629834   .0455713     1.38   0.167    -.0263347    .1523014
                              39  |   .0518853   .0398208     1.30   0.193     -.026162    .1299326
                                  |
                            _cons |   .1839358   .1921628     0.96   0.338    -.1926964     .560568
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =     115.81
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0838
                                                  Root MSE        =     .39531

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_14_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   -.018005   .2451143    -0.07   0.941    -.4984203    .4624102
                              age |   -.002789    .001084    -2.57   0.010    -.0049137   -.0006644
                                  |
                            race5 |
                           Black  |   .0885365   .0592845     1.49   0.135     -.027659    .2047319
                 American Indian  |   .5684382   .1834487     3.10   0.002     .2088853    .9279912
                           Asian  |   .0845843   .0830955     1.02   0.309    -.0782798    .2474485
                 Native Hawaiian  |  -.0624493   .0757584    -0.82   0.410    -.2109331    .0860344
                                  |
                         hispanic |
                        Hispanic  |   .0733381   .0540583     1.36   0.175    -.0326143    .1792904
                                  |
                           gender |
                          Female  |  -.0039801   .0330515    -0.12   0.904    -.0687599    .0607996
                           Other  |  -.3267245   .0671976    -4.86   0.000    -.4584293   -.1950197
                                  |
                            1.emp |  -.0567942    .049022    -1.16   0.247    -.1528756    .0392872
                                  |
                            educ4 |
                    Some college  |   .0133327   .0372338     0.36   0.720    -.0596443    .0863096
                         College  |   .0020056   .0379017     0.05   0.958    -.0722804    .0762917
               More than College  |   .0173271   .0463257     0.37   0.708    -.0734697    .1081239
                                  |
                  totfaminc_quart |
                               2  |   .0181153    .044059     0.41   0.681    -.0682387    .1044693
                               3  |   .0414902   .0442375     0.94   0.348    -.0452137    .1281941
                               4  |  -.0384863   .0452866    -0.85   0.395    -.1272465    .0502739
                                  |
                      polideocons |
                         Liberal  |   .0215902   .0681094     0.32   0.751    -.1119018    .1550823
                Somewhat liberal  |  -.1720018    .066288    -2.59   0.009    -.3019239   -.0420797
Neither liberal nor conservative  |  -.0874492   .0654819    -1.34   0.182    -.2157913     .040893
           Somewhat conservative  |  -.1282818   .0740205    -1.73   0.083    -.2733593    .0167957
                    Conservative  |  -.1228084   .0800976    -1.53   0.125    -.2797969    .0341801
               Very conservative  |  -.1171977   .0899761    -1.30   0.193    -.2935476    .0591522
                                  |
                          partyid |
           Not strong Republican  |  -.0805182   .0604665    -1.33   0.183    -.1990305     .037994
    Independent, lean Republican  |  -.0404902   .0649843    -0.62   0.533    -.1678571    .0868767
                     Independent  |  -.0800394   .0557435    -1.44   0.151    -.1892948    .0292159
      Independent, lean Democrat  |  -.0235563    .063692    -0.37   0.711    -.1483903    .1012777
             Not strong Democrat  |   .0105443   .0689064     0.15   0.878    -.1245098    .1455984
                 Strong Democrat  |  -.0524892    .063392    -0.83   0.408    -.1767352    .0717568
                                  |
                     unionmem_bin |   .0513519   .0454962     1.13   0.259    -.0378189    .1405228
                 knowunionmem_bin |   .0436109   .0358779     1.22   0.224    -.0267085    .1139302
                                  |
                            state |
                              21  |   .0258821   .0393925     0.66   0.511    -.0513257    .1030899
                              39  |   .0359519   .0335875     1.07   0.284    -.0298784    .1017823
                                  |
                            _cons |   .4504836   .1940749     2.32   0.020     .0701039    .8308633
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =      96.40
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0261
                                                  Root MSE        =     .41325

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_15_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .2829062   .2346755     1.21   0.228    -.1770493    .7428617
                              age |  -.0023201   .0011211    -2.07   0.039    -.0045174   -.0001228
                                  |
                            race5 |
                           Black  |   .2170973   .0605658     3.58   0.000     .0983905    .3358042
                 American Indian  |   .3962602   .1735606     2.28   0.022     .0560876    .7364328
                           Asian  |   .2053947    .090984     2.26   0.024     .0270692    .3837201
                 Native Hawaiian  |  -.0029151   .0801097    -0.04   0.971    -.1599272     .154097
                                  |
                         hispanic |
                        Hispanic  |   .0648083   .0548022     1.18   0.237     -.042602    .1722185
                                  |
                           gender |
                          Female  |  -.0416322   .0338681    -1.23   0.219    -.1080123     .024748
                           Other  |   -.296717   .0813723    -3.65   0.000    -.4562037   -.1372302
                                  |
                            1.emp |  -.0472259   .0511843    -0.92   0.356    -.1475453    .0530935
                                  |
                            educ4 |
                    Some college  |  -.0004838   .0390194    -0.01   0.990    -.0769604    .0759928
                         College  |    .040486   .0400366     1.01   0.312    -.0379842    .1189562
               More than College  |   .0193831   .0462882     0.42   0.675    -.0713402    .1101063
                                  |
                  totfaminc_quart |
                               2  |  -.0083749   .0458443    -0.18   0.855    -.0982282    .0814783
                               3  |  -.0056465   .0455186    -0.12   0.901    -.0948613    .0835682
                               4  |  -.0624971   .0488532    -1.28   0.201    -.1582476    .0332535
                                  |
                      polideocons |
                         Liberal  |    .055719   .0689427     0.81   0.419    -.0794061    .1908442
                Somewhat liberal  |  -.0706825    .068172    -1.04   0.300    -.2042972    .0629321
Neither liberal nor conservative  |  -.0450482   .0647171    -0.70   0.486    -.1718913     .081795
           Somewhat conservative  |  -.0676384   .0751608    -0.90   0.368    -.2149508    .0796741
                    Conservative  |  -.0957847   .0800301    -1.20   0.231    -.2526409    .0610715
               Very conservative  |   .0204103   .0922507     0.22   0.825    -.1603977    .2012183
                                  |
                          partyid |
           Not strong Republican  |  -.1108801   .0658235    -1.68   0.092    -.2398919    .0181316
    Independent, lean Republican  |  -.0475378   .0664697    -0.72   0.474    -.1778159    .0827403
                     Independent  |  -.0816438   .0567379    -1.44   0.150    -.1928481    .0295604
      Independent, lean Democrat  |  -.0740339    .064279    -1.15   0.249    -.2000184    .0519506
             Not strong Democrat  |  -.0804871   .0671331    -1.20   0.231    -.2120657    .0510914
                 Strong Democrat  |  -.0466292   .0665348    -0.70   0.483    -.1770351    .0837767
                                  |
                     unionmem_bin |   .0897034   .0465354     1.93   0.054    -.0015043    .1809112
                 knowunionmem_bin |    .023404   .0376406     0.62   0.534    -.0503702    .0971782
                                  |
                            state |
                              21  |   .0393725    .041525     0.95   0.343     -.042015      .12076
                              39  |   .0064802   .0343665     0.19   0.850    -.0608768    .0738373
                                  |
                            _cons |   .1902916   .1797984     1.06   0.290    -.1621068    .5426899
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =     133.29
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.1414
                                                  Root MSE        =     .34945

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_16_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .0222387   .1929593     0.12   0.908    -.3559545    .4004319
                              age |  -.0029893   .0008551    -3.50   0.000    -.0046653   -.0013134
                                  |
                            race5 |
                           Black  |   .1439907   .0540967     2.66   0.008      .037963    .2500183
                 American Indian  |   .0397561   .2350471     0.17   0.866    -.4209278      .50044
                           Asian  |   .0814083    .070585     1.15   0.249    -.0569358    .2197524
                 Native Hawaiian  |  -.1044008   .0693887    -1.50   0.132    -.2404002    .0315986
                                  |
                         hispanic |
                        Hispanic  |   .1188997   .0520299     2.29   0.022     .0169229    .2208765
                                  |
                           gender |
                          Female  |  -.0331941   .0276887    -1.20   0.231     -.087463    .0210748
                           Other  |  -.3195691   .0736181    -4.34   0.000    -.4638579   -.1752803
                                  |
                            1.emp |  -.0294059   .0450717    -0.65   0.514    -.1177448     .058933
                                  |
                            educ4 |
                    Some college  |   .0152853   .0319013     0.48   0.632    -.0472401    .0778107
                         College  |   .0345389   .0334867     1.03   0.302    -.0310938    .1001715
               More than College  |   .0358896   .0409099     0.88   0.380    -.0442924    .1160715
                                  |
                  totfaminc_quart |
                               2  |   .0100572   .0393757     0.26   0.798    -.0671177    .0872321
                               3  |  -.0292675   .0408749    -0.72   0.474    -.1093808    .0508457
                               4  |  -.0807392   .0407855    -1.98   0.048    -.1606774   -.0008011
                                  |
                      polideocons |
                         Liberal  |  -.0111324   .0626228    -0.18   0.859    -.1338707     .111606
                Somewhat liberal  |  -.1161854   .0619821    -1.87   0.061    -.2376681    .0052973
Neither liberal nor conservative  |  -.1159085   .0609187    -1.90   0.057     -.235307    .0034899
           Somewhat conservative  |  -.2050155   .0637936    -3.21   0.001    -.3300487   -.0799823
                    Conservative  |  -.1591523    .072964    -2.18   0.029    -.3021591   -.0161454
               Very conservative  |  -.1542965   .0775131    -1.99   0.047    -.3062194   -.0023736
                                  |
                          partyid |
           Not strong Republican  |     -.0087   .0555743    -0.16   0.876    -.1176236    .1002236
    Independent, lean Republican  |   .0319585   .0563401     0.57   0.571    -.0784661    .1423832
                     Independent  |    -.05081   .0485457    -1.05   0.295    -.1459578    .0443378
      Independent, lean Democrat  |  -.0448415   .0542309    -0.83   0.408    -.1511321    .0614491
             Not strong Democrat  |  -.0557119   .0580764    -0.96   0.337    -.1695396    .0581158
                 Strong Democrat  |  -.0390575   .0567972    -0.69   0.492    -.1503779     .072263
                                  |
                     unionmem_bin |   .2113088   .0454702     4.65   0.000     .1221889    .3004288
                 knowunionmem_bin |   .0520076   .0298378     1.74   0.081    -.0064734    .1104887
                                  |
                            state |
                              21  |   .0116236   .0350875     0.33   0.740    -.0571465    .0803938
                              39  |  -.0195096   .0291411    -0.67   0.503    -.0766251    .0376059
                                  |
                            _cons |   .3883955   .1556292     2.50   0.013     .0833679    .6934231
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =     111.53
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0929
                                                  Root MSE        =     .38159

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_17_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .1478996   .2188145     0.68   0.499    -.2809689    .5767681
                              age |  -.0040136   .0009645    -4.16   0.000     -.005904   -.0021233
                                  |
                            race5 |
                           Black  |   .0821428    .057645     1.42   0.154    -.0308393    .1951249
                 American Indian  |   .0891424   .2075005     0.43   0.667    -.3175511    .4958359
                           Asian  |   .0416673   .0770216     0.54   0.589    -.1092923    .1926269
                 Native Hawaiian  |  -.0137646   .0742979    -0.19   0.853    -.1593859    .1318567
                                  |
                         hispanic |
                        Hispanic  |   .0183635   .0518416     0.35   0.723    -.0832443    .1199712
                                  |
                           gender |
                          Female  |  -.0246883   .0310176    -0.80   0.426    -.0854816     .036105
                           Other  |  -.3492813   .1080153    -3.23   0.001    -.5609874   -.1375752
                                  |
                            1.emp |  -.0962604   .0491597    -1.96   0.050    -.1926116    .0000907
                                  |
                            educ4 |
                    Some college  |  -.0065953   .0351752    -0.19   0.851    -.0755374    .0623469
                         College  |   .0407428   .0372988     1.09   0.275    -.0323615    .1138472
               More than College  |   .0550193   .0429409     1.28   0.200    -.0291432    .1391818
                                  |
                  totfaminc_quart |
                               2  |  -.0045599   .0435011    -0.10   0.917    -.0898205    .0807006
                               3  |  -.0562846   .0431619    -1.30   0.192    -.1408805    .0283112
                               4  |  -.0617722   .0441195    -1.40   0.161    -.1482449    .0247005
                                  |
                      polideocons |
                         Liberal  |    -.03111   .0689783    -0.45   0.652    -.1663049    .1040849
                Somewhat liberal  |   -.139544    .068966    -2.02   0.043    -.2747148   -.0043732
Neither liberal nor conservative  |  -.1671096    .064999    -2.57   0.010    -.2945053   -.0397138
           Somewhat conservative  |  -.2010758   .0694658    -2.89   0.004    -.3372263   -.0649253
                    Conservative  |  -.1128852   .0805483    -1.40   0.161    -.2707571    .0449866
               Very conservative  |   -.172491   .0826016    -2.09   0.037    -.3343872   -.0105948
                                  |
                          partyid |
           Not strong Republican  |   -.041011    .054571    -0.75   0.452    -.1479682    .0659461
    Independent, lean Republican  |   .0511288   .0588506     0.87   0.385    -.0642163    .1664739
                     Independent  |   .0335312   .0515223     0.65   0.515    -.0674506    .1345131
      Independent, lean Democrat  |   .0386947   .0580678     0.67   0.505    -.0751161    .1525054
             Not strong Democrat  |   .0439609   .0627581     0.70   0.484    -.0790428    .1669645
                 Strong Democrat  |   .0653605   .0613051     1.07   0.286    -.0547952    .1855163
                                  |
                     unionmem_bin |   .1496373   .0457591     3.27   0.001     .0599512    .2393235
                 knowunionmem_bin |   .0062174   .0345923     0.18   0.857    -.0615824    .0740171
                                  |
                            state |
                              21  |   .0139443   .0387898     0.36   0.719    -.0620823    .0899709
                              39  |  -.0088775   .0320442    -0.28   0.782    -.0716829    .0539279
                                  |
                            _cons |   .4239195   .1783099     2.38   0.017     .0744384    .7734006
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =     108.85
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.1092
                                                  Root MSE        =     .37737

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_18_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .0712667    .208594     0.34   0.733    -.3375701    .4801034
                              age |  -.0043772   .0009297    -4.71   0.000    -.0061994    -.002555
                                  |
                            race5 |
                           Black  |   .0188927   .0512001     0.37   0.712    -.0814576    .1192431
                 American Indian  |   .2444378    .173155     1.41   0.158    -.0949397    .5838154
                           Asian  |  -.0396108   .0712899    -0.56   0.578    -.1793364    .1001147
                 Native Hawaiian  |   -.093201   .0784853    -1.19   0.235    -.2470294    .0606275
                                  |
                         hispanic |
                        Hispanic  |   .1451031   .0546552     2.65   0.008     .0379809    .2522253
                                  |
                           gender |
                          Female  |   .0057035   .0300605     0.19   0.850    -.0532141     .064621
                           Other  |  -.0729167    .210449    -0.35   0.729    -.4853893    .3395558
                                  |
                            1.emp |  -.0977914   .0497991    -1.96   0.050    -.1953957    -.000187
                                  |
                            educ4 |
                    Some college  |   .0028377   .0337969     0.08   0.933     -.063403    .0690785
                         College  |   .0667554   .0365983     1.82   0.068    -.0049759    .1384867
               More than College  |   .0773675   .0422652     1.83   0.067    -.0054708    .1602058
                                  |
                  totfaminc_quart |
                               2  |   .0032134   .0439259     0.07   0.942    -.0828797    .0893065
                               3  |  -.0465019   .0428064    -1.09   0.277     -.130401    .0373972
                               4  |  -.0575362   .0437195    -1.32   0.188    -.1432248    .0281525
                                  |
                      polideocons |
                         Liberal  |  -.0566952   .0691293    -0.82   0.412    -.1921861    .0787958
                Somewhat liberal  |  -.2089882     .06837    -3.06   0.002    -.3429911   -.0749854
Neither liberal nor conservative  |  -.2124125   .0657897    -3.23   0.001    -.3413579   -.0834671
           Somewhat conservative  |  -.1989844   .0732881    -2.72   0.007    -.3426264   -.0553424
                    Conservative  |  -.1512776   .0813426    -1.86   0.063    -.3107061    .0081509
               Very conservative  |  -.2073223   .0816956    -2.54   0.011    -.3674427   -.0472019
                                  |
                          partyid |
           Not strong Republican  |   .0214028    .063601     0.34   0.736    -.1032529    .1460585
    Independent, lean Republican  |   .0411859   .0615734     0.67   0.504    -.0794958    .1618676
                     Independent  |    .005312   .0528667     0.10   0.920    -.0983048    .1089288
      Independent, lean Democrat  |  -.0054221   .0586893    -0.09   0.926     -.120451    .1096067
             Not strong Democrat  |  -.0151627   .0613499    -0.25   0.805    -.1354063    .1050809
                 Strong Democrat  |   .0241269   .0623987     0.39   0.699    -.0981722    .1464261
                                  |
                     unionmem_bin |   .0351153   .0408608     0.86   0.390    -.0449704     .115201
                 knowunionmem_bin |   .0086601   .0330133     0.26   0.793    -.0560447     .073365
                                  |
                            state |
                              21  |   .0281781   .0364233     0.77   0.439    -.0432102    .0995664
                              39  |   .0037343   .0320301     0.12   0.907    -.0590436    .0665122
                                  |
                            _cons |   .5236688   .1664028     3.15   0.002     .1975253    .8498124
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =     119.57
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0944
                                                  Root MSE        =     .37579

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_19_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |  -.0317619   .2284167    -0.14   0.889    -.4794504    .4159266
                              age |    -.00272   .0009902    -2.75   0.006    -.0046607   -.0007793
                                  |
                            race5 |
                           Black  |   .0669323   .0560792     1.19   0.233    -.0429809    .1768454
                 American Indian  |   .1928939    .210976     0.91   0.361    -.2206114    .6063992
                           Asian  |    .043345   .0782727     0.55   0.580    -.1100666    .1967566
                 Native Hawaiian  |  -.2562351   .0705106    -3.63   0.000    -.3944334   -.1180368
                                  |
                         hispanic |
                        Hispanic  |   .1380234    .054276     2.54   0.011     .0316444    .2444024
                                  |
                           gender |
                          Female  |  -.0041864   .0320776    -0.13   0.896    -.0670572    .0586845
                           Other  |  -.3142402   .0608581    -5.16   0.000      -.43352   -.1949604
                                  |
                            1.emp |  -.0179267   .0468382    -0.38   0.702    -.1097279    .0738744
                                  |
                            educ4 |
                    Some college  |    .005079   .0346591     0.15   0.883    -.0628516    .0730096
                         College  |   .0475296   .0372877     1.27   0.202     -.025553    .1206123
               More than College  |   .0375982   .0443696     0.85   0.397    -.0493646     .124561
                                  |
                  totfaminc_quart |
                               2  |  -.0013738   .0437502    -0.03   0.975    -.0871226     .084375
                               3  |  -.0354755    .043084    -0.82   0.410    -.1199186    .0489675
                               4  |  -.0818079    .045405    -1.80   0.072    -.1708001    .0071843
                                  |
                      polideocons |
                         Liberal  |  -.0637697   .0651739    -0.98   0.328    -.1915081    .0639688
                Somewhat liberal  |  -.1515988   .0647101    -2.34   0.019    -.2784282   -.0247693
Neither liberal nor conservative  |   -.121747    .061847    -1.97   0.049    -.2429648   -.0005292
           Somewhat conservative  |  -.1910031   .0664907    -2.87   0.004    -.3213225   -.0606838
                    Conservative  |  -.1209718   .0789821    -1.53   0.126     -.275774    .0338304
               Very conservative  |  -.1437673   .0842122    -1.71   0.088    -.3088202    .0212855
                                  |
                          partyid |
           Not strong Republican  |   -.069295   .0584706    -1.19   0.236    -.1838952    .0453053
    Independent, lean Republican  |  -.0094495   .0598528    -0.16   0.875    -.1267589    .1078598
                     Independent  |  -.0663554   .0524612    -1.26   0.206    -.1691774    .0364667
      Independent, lean Democrat  |   -.048117   .0591987    -0.81   0.416    -.1641444    .0679104
             Not strong Democrat  |   .0111606   .0640512     0.17   0.862    -.1143775    .1366988
                 Strong Democrat  |   .0076524     .06277     0.12   0.903    -.1153745    .1306793
                                  |
                     unionmem_bin |   .1126887   .0437612     2.58   0.010     .0269184    .1984591
                 knowunionmem_bin |   .0325077   .0340755     0.95   0.340    -.0342791    .0992945
                                  |
                            state |
                              21  |   .0364527   .0378113     0.96   0.335    -.0376561    .1105615
                              39  |   .0123286   .0313419     0.39   0.694    -.0491004    .0737576
                                  |
                            _cons |   .4492332   .1768321     2.54   0.011     .1026486    .7958178
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =     109.27
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.0981
                                                  Root MSE        =      .3774

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_20_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .0953784   .1964257     0.49   0.627     -.289609    .4803658
                              age |  -.0022995   .0009932    -2.32   0.021    -.0042461   -.0003529
                                  |
                            race5 |
                           Black  |   .1257594   .0553545     2.27   0.023     .0172665    .2342523
                 American Indian  |   .1054833   .1709709     0.62   0.537    -.2296135    .4405801
                           Asian  |   .1743042   .0798152     2.18   0.029     .0178693    .3307391
                 Native Hawaiian  |   .0417906   .0811472     0.51   0.607     -.117255    .2008361
                                  |
                         hispanic |
                        Hispanic  |   .1197815   .0550831     2.17   0.030     .0118206    .2277424
                                  |
                           gender |
                          Female  |  -.0258601   .0297258    -0.87   0.384    -.0841216    .0324015
                           Other  |  -.3184981   .0850834    -3.74   0.000    -.4852585   -.1517377
                                  |
                            1.emp |  -.0882213    .048495    -1.82   0.069    -.1832699    .0068272
                                  |
                            educ4 |
                    Some college  |  -.0274648   .0353291    -0.78   0.437    -.0967087     .041779
                         College  |   .0050681   .0366751     0.14   0.890    -.0668138      .07695
               More than College  |   .0702229   .0456877     1.54   0.124    -.0193233    .1597691
                                  |
                  totfaminc_quart |
                               2  |   .0518348   .0405429     1.28   0.201    -.0276279    .1312975
                               3  |   .0134102   .0417731     0.32   0.748    -.0684636     .095284
                               4  |  -.0242639   .0434647    -0.56   0.577    -.1094531    .0609252
                                  |
                      polideocons |
                         Liberal  |  -.0616573   .0672524    -0.92   0.359    -.1934695    .0701549
                Somewhat liberal  |  -.1900768   .0676168    -2.81   0.005    -.3226032   -.0575504
Neither liberal nor conservative  |  -.1320196   .0653198    -2.02   0.043    -.2600442   -.0039951
           Somewhat conservative  |  -.2073794   .0694258    -2.99   0.003    -.3434514   -.0713074
                    Conservative  |   -.146847   .0795185    -1.85   0.065    -.3027004    .0090063
               Very conservative  |  -.1837729   .0839791    -2.19   0.029    -.3483688    -.019177
                                  |
                          partyid |
           Not strong Republican  |   .0030081   .0614029     0.05   0.961    -.1173393    .1233555
    Independent, lean Republican  |   .0237755    .058992     0.40   0.687    -.0918467    .1393978
                     Independent  |  -.0210166   .0511307    -0.41   0.681     -.121231    .0791978
      Independent, lean Democrat  |   .0147553   .0580255     0.25   0.799    -.0989725    .1284832
             Not strong Democrat  |   .0119542   .0628268     0.19   0.849    -.1111841    .1350926
                 Strong Democrat  |   .0003452   .0596847     0.01   0.995    -.1166347     .117325
                                  |
                     unionmem_bin |    .072519   .0428759     1.69   0.091    -.0115161    .1565542
                 knowunionmem_bin |   .0412126   .0327898     1.26   0.209    -.0230541    .1054794
                                  |
                            state |
                              21  |  -.0707255   .0375553    -1.88   0.060    -.1443325    .0028815
                              39  |   -.057769   .0326227    -1.77   0.077    -.1217083    .0061704
                                  |
                            _cons |   .3961254   .1656492     2.39   0.017      .071459    .7207918
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =      74.07
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =          .
                                                  Root MSE        =     .36148

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_21_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |   .2712649   .2028107     1.34   0.181    -.1262368    .6687666
                              age |   -.003041   .0009753    -3.12   0.002    -.0049525   -.0011296
                                  |
                            race5 |
                           Black  |   .1303754   .0553307     2.36   0.018     .0219293    .2388216
                 American Indian  |   .1453977    .192119     0.76   0.449    -.2311486     .521944
                           Asian  |   .0582914   .0740176     0.79   0.431    -.0867804    .2033633
                 Native Hawaiian  |   .0144738   .0695258     0.21   0.835    -.1217943    .1507418
                                  |
                         hispanic |
                        Hispanic  |   .0444303   .0498741     0.89   0.373    -.0533211    .1421818
                                  |
                           gender |
                          Female  |  -.0567649   .0311274    -1.82   0.068    -.1177735    .0042437
                           Other  |  -.0056182   .2046982    -0.03   0.978    -.4068193    .3955829
                                  |
                            1.emp |  -.1064699   .0471257    -2.26   0.024    -.1988346   -.0141052
                                  |
                            educ4 |
                    Some college  |  -.0384695   .0322923    -1.19   0.234    -.1017613    .0248223
                         College  |   .0114109   .0340791     0.33   0.738    -.0553829    .0782046
               More than College  |    .015527   .0417884     0.37   0.710    -.0663767    .0974306
                                  |
                  totfaminc_quart |
                               2  |   .0242991   .0418505     0.58   0.561    -.0577264    .1063247
                               3  |  -.0208648   .0385228    -0.54   0.588     -.096368    .0546384
                               4  |  -.0287971    .042328    -0.68   0.496    -.1117584    .0541642
                                  |
                      polideocons |
                         Liberal  |  -.0733661   .0684818    -1.07   0.284     -.207588    .0608559
                Somewhat liberal  |   -.132439   .0682143    -1.94   0.052    -.2661365    .0012586
Neither liberal nor conservative  |  -.1613333   .0656451    -2.46   0.014    -.2899954   -.0326712
           Somewhat conservative  |  -.1759612   .0715966    -2.46   0.014    -.3162879   -.0356345
                    Conservative  |  -.1322256   .0799466    -1.65   0.098     -.288918    .0244668
               Very conservative  |  -.1443991   .0860592    -1.68   0.093     -.313072    .0242739
                                  |
                          partyid |
           Not strong Republican  |  -.0774527   .0555102    -1.40   0.163    -.1862507    .0313453
    Independent, lean Republican  |  -.0424242   .0550158    -0.77   0.441    -.1502532    .0654047
                     Independent  |  -.0152988   .0518434    -0.30   0.768      -.11691    .0863124
      Independent, lean Democrat  |  -.0285474   .0588204    -0.49   0.627    -.1438332    .0867384
             Not strong Democrat  |  -.0105569   .0636588    -0.17   0.868    -.1353259    .1142121
                 Strong Democrat  |  -.0061659   .0634786    -0.10   0.923    -.1305816    .1182499
                                  |
                     unionmem_bin |   .0818819   .0429681     1.91   0.057    -.0023339    .1660978
                 knowunionmem_bin |   .0118538   .0321104     0.37   0.712    -.0510814     .074789
                                  |
                            state |
                              21  |   .0442584   .0364014     1.22   0.224     -.027087    .1156037
                              39  |   .0341444   .0307054     1.11   0.266    -.0260372    .0943259
                                  |
                            _cons |    .287381   .1604439     1.79   0.073    -.0270833    .6018453
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

First-stage regressions
-----------------------

                                                        Number of obs =    926
                                                        F(32, 893)    =   3.62
                                                        Prob > F      = 0.0000
                                                        R-squared     = 0.1188
                                                        Adj R-squared = 0.0872
                                                        Root MSE      = 0.3955

---------------------------------------------------------------------------------------------------
                                  |               Robust
                   strikecomm_bin | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                              age |    .001055   .0010131     1.04   0.298    -.0009334    .0030434
                                  |
                            race5 |
                           Black  |  -.1413412   .0497846    -2.84   0.005    -.2390497   -.0436326
                 American Indian  |   .0303134   .1448274     0.21   0.834    -.2539284    .3145552
                           Asian  |  -.2299406   .0751773    -3.06   0.002    -.3774854   -.0823957
                 Native Hawaiian  |  -.1236065   .0799268    -1.55   0.122    -.2804728    .0332599
                                  |
                         hispanic |
                        Hispanic  |  -.0563959   .0558181    -1.01   0.313    -.1659459     .053154
                                  |
                           gender |
                          Female  |   .0765376    .027166     2.82   0.005      .023221    .1298542
                           Other  |   -.107459   .1650794    -0.65   0.515    -.4314478    .2165298
                                  |
                            1.emp |   .0390253   .0507993     0.77   0.443    -.0606746    .1387252
                                  |
                            educ4 |
                    Some college  |   .0551319   .0368577     1.50   0.135    -.0172059    .1274697
                         College  |   .0245324   .0400944     0.61   0.541    -.0541578    .1032226
               More than College  |   .0592955   .0421059     1.41   0.159    -.0233425    .1419334
                                  |
                  totfaminc_quart |
                               2  |   .0645393   .0415501     1.55   0.121    -.0170078    .1460864
                               3  |   .0481329   .0414971     1.16   0.246    -.0333104    .1295761
                               4  |   .0371006   .0469418     0.79   0.430    -.0550286    .1292297
                                  |
                      polideocons |
                         Liberal  |    -.04154   .0523894    -0.79   0.428    -.1443607    .0612808
                Somewhat liberal  |  -.0542905   .0552961    -0.98   0.326    -.1628159    .0542349
Neither liberal nor conservative  |  -.0481069   .0516196    -0.93   0.352    -.1494167    .0532029
           Somewhat conservative  |  -.0744963   .0600753    -1.24   0.215    -.1924016    .0434089
                    Conservative  |  -.1343546   .0679489    -1.98   0.048    -.2677128   -.0009965
               Very conservative  |  -.0648314   .0796747    -0.81   0.416    -.2212028      .09154
                                  |
                          partyid |
           Not strong Republican  |   .0467151   .0635271     0.74   0.462    -.0779648     .171395
    Independent, lean Republican  |  -.0228532   .0678379    -0.34   0.736    -.1559935    .1102872
                     Independent  |  -.0789582    .056177    -1.41   0.160    -.1892126    .0312961
      Independent, lean Democrat  |  -.0503849   .0637708    -0.79   0.430     -.175543    .0747733
             Not strong Democrat  |  -.0325426   .0682058    -0.48   0.633     -.166405    .1013197
                 Strong Democrat  |   .0341895   .0580317     0.59   0.556    -.0797049    .1480839
                                  |
                     unionmem_bin |   .0368327   .0358869     1.03   0.305    -.0335998    .1072651
                 knowunionmem_bin |   .0883229   .0290366     3.04   0.002     .0313349    .1453109
                                  |
                            state |
                              21  |  -.0781737   .0319738    -2.44   0.015    -.1409262   -.0154212
                              39  |   -.015506   .0313911    -0.49   0.621    -.0771149    .0461028
                                  |
                 neareststoredist |   -.013609   .0039286    -3.46   0.001    -.0213194   -.0058985
                            _cons |   .7493247    .093628     8.00   0.000     .5655683    .9330812
---------------------------------------------------------------------------------------------------


Instrumental variables 2SLS regression            Number of obs   =        926
                                                  Wald chi2(32)   =     114.06
                                                  Prob > chi2     =     0.0000
                                                  R-squared       =     0.1139
                                                  Root MSE        =     .33918

---------------------------------------------------------------------------------------------------
                                  |               Robust
                voicemechs_22_bin | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
----------------------------------+----------------------------------------------------------------
                   strikecomm_bin |    .076926   .1966802     0.39   0.696    -.3085601    .4624122
                              age |  -.0035908   .0008471    -4.24   0.000    -.0052511   -.0019305
                                  |
                            race5 |
                           Black  |   .0898656   .0520126     1.73   0.084    -.0120772    .1918084
                 American Indian  |     .41042   .1982257     2.07   0.038     .0219047    .7989352
                           Asian  |   .0497649   .0668867     0.74   0.457    -.0813306    .1808603
                 Native Hawaiian  |  -.0383421   .0706505    -0.54   0.587    -.1768145    .1001304
                                  |
                         hispanic |
                        Hispanic  |   .0865272   .0507473     1.71   0.088    -.0129356      .18599
                                  |
                           gender |
                          Female  |  -.0634905   .0278722    -2.28   0.023     -.118119    -.008862
                           Other  |  -.2894851   .0579553    -4.99   0.000    -.4030754   -.1758949
                                  |
                            1.emp |  -.0053949   .0430441    -0.13   0.900    -.0897599      .07897
                                  |
                            educ4 |
                    Some college  |   .0199564   .0318919     0.63   0.531    -.0425505    .0824634
                         College  |   .0330636   .0311744     1.06   0.289    -.0280371    .0941643
               More than College  |   .0420874   .0396622     1.06   0.289     -.035649    .1198238
                                  |
                  totfaminc_quart |
                               2  |  -.0245031    .039199    -0.63   0.532    -.1013317    .0523256
                               3  |  -.0516597   .0385053    -1.34   0.180    -.1271287    .0238093
                               4  |  -.1265625   .0400086    -3.16   0.002    -.2049779   -.0481472
                                  |
                      polideocons |
                         Liberal  |   .0269099   .0605214     0.44   0.657      -.09171    .1455297
                Somewhat liberal  |  -.0418274   .0603658    -0.69   0.488    -.1601421    .0764874
Neither liberal nor conservative  |  -.0926876   .0572382    -1.62   0.105    -.2048725    .0194973
           Somewhat conservative  |  -.1037427   .0640416    -1.62   0.105     -.229262    .0217766
                    Conservative  |  -.0842113   .0732401    -1.15   0.250    -.2277593    .0593367
               Very conservative  |  -.0809487   .0795136    -1.02   0.309    -.2367925     .074895
                                  |
                          partyid |
           Not strong Republican  |   -.073687   .0525776    -1.40   0.161    -.1767373    .0293633
    Independent, lean Republican  |  -.0316368   .0551142    -0.57   0.566    -.1396586    .0763851
                     Independent  |  -.0641211   .0513387    -1.25   0.212    -.1647432    .0365009
      Independent, lean Democrat  |  -.0581927   .0557845    -1.04   0.297    -.1675283    .0511429
             Not strong Democrat  |  -.1340775   .0546418    -2.45   0.014    -.2411736   -.0269815
                 Strong Democrat  |  -.0528828   .0593499    -0.89   0.373    -.1692064    .0634408
                                  |
                     unionmem_bin |    .073014   .0404506     1.81   0.071    -.0062677    .1522957
                 knowunionmem_bin |   .0022634   .0287757     0.08   0.937    -.0541359    .0586627
                                  |
                            state |
                              21  |   .0323802   .0346803     0.93   0.350     -.035592    .1003524
                              39  |  -.0216559   .0280181    -0.77   0.440    -.0765703    .0332585
                                  |
                            _cons |   .3930248   .1576872     2.49   0.013     .0839635     .702086
---------------------------------------------------------------------------------------------------
Endogenous: strikecomm_bin
Exogenous:  age 2.race5 3.race5 4.race5 5.race5 1.hispanic 2.gender 3.gender 1.emp 2.educ4
            3.educ4 4.educ4 2.totfaminc_quart 3.totfaminc_quart 4.totfaminc_quart 2.polideocons
            3.polideocons 4.polideocons 5.polideocons 6.polideocons 7.polideocons 2.partyid
            3.partyid 4.partyid 5.partyid 6.partyid 7.partyid unionmem_bin knowunionmem_bin
            21.state 39.state neareststoredist

. 
. coefplot (ivvmvoicemechs_12_bin, label("Have Conversation with Manager")) (ivvmvoicemechs_13_bin, l
> abel("Get Advice From Coworker")) (ivvmvoicemechs_14_bin, label("File Complaint or Grievance")) (iv
> vmvoicemechs_15_bin, label("Join Committee of Employees and Managers")) (ivvmvoicemechs_16_bin, lab
> el("Join Worker Organization")) (ivvmvoicemechs_17_bin, label("Sign Petition to Managers"))  (ivvmv
> oicemechs_19_bin, label("Join Association to Address Workplace Issue")) (ivvmvoicemechs_20_bin, lab
> el("Join Affinity Group")) (ivvmvoicemechs_21_bin, label("Join Protest or Rally")) (ivvmvoicemechs_
> 22_bin, label("Go on Strike")) (ivvmvoicemechs_18_bin, label("Use Online Community")), ylabel("") x
> line(0) keep(strikecomm_bin)

. graph export "appendix_figuref1.pdf", replace
file /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
    Survey/Stop and Shop Strike/Data/Replication data/appendix_figuref1.pdf saved as PDF format

. 
. * Close log
. 
. log close
      name:  <unnamed>
       log:  /Users/ahertel/Scraping Project Dropbox/Alexander Hertel-Fernandez/Worker Representation
>  Survey/Stop and Shop Strike/Data/Replication data/popanalysis.log
  log type:  text
 closed on:  11 Apr 2024, 14:29:14
-----------------------------------------------------------------------------------------------------
